An overview of commit and contributor trends.
Timeline
Per Year
Latest commit date: 2022-02-02
| Commits |
15 |
208 |
457 |
366 |
45 |
| Contributors |
4 |
14 |
20 |
17 |
12 |
| 2022 | 2021 | 2020 | 2019 | 2018 |
Per Month
Latest commit date: 2022-02-02
| Commits |
1 |
14 |
14 |
16 |
12 |
14 |
27 |
20 |
17 |
7 |
16 |
28 |
22 |
15 |
24 |
31 |
39 |
47 |
22 |
27 |
42 |
50 |
22 |
53 |
| Contributors |
1 |
4 |
5 |
3 |
5 |
5 |
7 |
4 |
6 |
3 |
6 |
5 |
7 |
7 |
7 |
6 |
9 |
9 |
8 |
9 |
9 |
10 |
9 |
8 |
| 2022 02 |
2022 01 |
2021 12 |
2021 11 |
2021 10 |
2021 09 |
2021 08 |
2021 07 |
2021 06 |
2021 05 |
2021 04 |
2021 03 |
2021 02 |
2021 01 |
2020 12 |
2020 11 |
2020 10 |
2020 09 |
2020 08 |
2020 07 |
2020 06 |
2020 05 |
2020 04 |
2020 03 |
Per Week
Latest commit date: 2022-02-02
| Commits |
1 |
5 |
3 |
5 |
1 |
0 |
1 |
4 |
4 |
7 |
0 |
0 |
5 |
9 |
4 |
2 |
1 |
4 |
3 |
3 |
5 |
3 |
4 |
7 |
5 |
7 |
5 |
8 |
5 |
3 |
4 |
3 |
6 |
1 |
5 |
2 |
3 |
1 |
2 |
1 |
2 |
3 |
4 |
5 |
5 |
9 |
3 |
4 |
9 |
7 |
5 |
6 |
4 |
4 |
3 |
5 |
3 |
1 |
2 |
10 |
3 |
9 |
7 |
8 |
7 |
8 |
10 |
11 |
9 |
9 |
4 |
9 |
8 |
19 |
8 |
6 |
5 |
6 |
3 |
5 |
7 |
3 |
9 |
13 |
10 |
7 |
9 |
7 |
9 |
10 |
13 |
18 |
3 |
4 |
8 |
4 |
3 |
13 |
7 |
5 |
27 |
15 |
14 |
15 |
| Contributors |
1 |
2 |
2 |
4 |
1 |
0 |
1 |
3 |
1 |
3 |
0 |
0 |
2 |
3 |
3 |
2 |
1 |
2 |
2 |
2 |
4 |
2 |
3 |
6 |
3 |
4 |
3 |
4 |
3 |
2 |
2 |
1 |
5 |
1 |
3 |
2 |
3 |
1 |
2 |
1 |
1 |
2 |
3 |
4 |
2 |
4 |
1 |
2 |
3 |
4 |
3 |
4 |
3 |
3 |
2 |
4 |
2 |
1 |
2 |
5 |
2 |
3 |
4 |
3 |
4 |
4 |
5 |
5 |
6 |
5 |
4 |
5 |
7 |
9 |
3 |
4 |
4 |
6 |
3 |
5 |
3 |
2 |
4 |
4 |
7 |
3 |
4 |
4 |
4 |
6 |
5 |
7 |
3 |
3 |
7 |
3 |
3 |
4 |
5 |
4 |
5 |
4 |
2 |
4 |
| 2022 01 31 |
2022 01 24 |
2022 01 17 |
2022 01 10 |
2022 01 03 |
2021 12 27 |
2021 12 20 |
2021 12 13 |
2021 12 06 |
2021 11 29 |
2021 11 22 |
2021 11 15 |
2021 11 08 |
2021 11 01 |
2021 10 25 |
2021 10 18 |
2021 10 11 |
2021 10 04 |
2021 09 27 |
2021 09 20 |
2021 09 13 |
2021 09 06 |
2021 08 30 |
2021 08 23 |
2021 08 16 |
2021 08 09 |
2021 08 02 |
2021 07 26 |
2021 07 19 |
2021 07 12 |
2021 07 05 |
2021 06 28 |
2021 06 21 |
2021 06 14 |
2021 06 07 |
2021 05 31 |
2021 05 24 |
2021 05 17 |
2021 05 10 |
2021 05 03 |
2021 04 26 |
2021 04 19 |
2021 04 12 |
2021 04 05 |
2021 03 29 |
2021 03 22 |
2021 03 15 |
2021 03 08 |
2021 03 01 |
2021 02 22 |
2021 02 15 |
2021 02 08 |
2021 02 01 |
2021 01 25 |
2021 01 18 |
2021 01 11 |
2021 01 04 |
2020 12 28 |
2020 12 21 |
2020 12 14 |
2020 12 07 |
2020 11 30 |
2020 11 23 |
2020 11 16 |
2020 11 09 |
2020 11 02 |
2020 10 26 |
2020 10 19 |
2020 10 12 |
2020 10 05 |
2020 09 28 |
2020 09 21 |
2020 09 14 |
2020 09 07 |
2020 08 31 |
2020 08 24 |
2020 08 17 |
2020 08 10 |
2020 08 03 |
2020 07 27 |
2020 07 20 |
2020 07 13 |
2020 07 06 |
2020 06 29 |
2020 06 22 |
2020 06 15 |
2020 06 08 |
2020 06 01 |
2020 05 25 |
2020 05 18 |
2020 05 11 |
2020 05 04 |
2020 04 27 |
2020 04 20 |
2020 04 13 |
2020 04 06 |
2020 03 30 |
2020 03 23 |
2020 03 16 |
2020 03 09 |
2020 03 02 |
2020 02 24 |
2020 02 17 |
2020 02 10 |
Per Day
Latest commit date: 2022-02-02
| Commits |
1 |
0 |
0 |
0 |
0 |
2 |
0 |
0 |
1 |
2 |
0 |
0 |
0 |
2 |
1 |
0 |
0 |
0 |
0 |
2 |
0 |
1 |
1 |
1 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
2 |
2 |
0 |
0 |
0 |
0 |
2 |
1 |
0 |
0 |
1 |
0 |
0 |
0 |
3 |
2 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
0 |
1 |
2 |
0 |
0 |
2 |
3 |
1 |
3 |
0 |
0 |
0 |
0 |
0 |
2 |
1 |
1 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
2 |
2 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
1 |
0 |
0 |
1 |
2 |
1 |
1 |
0 |
0 |
1 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
1 |
2 |
0 |
0 |
1 |
1 |
2 |
3 |
0 |
0 |
2 |
0 |
1 |
0 |
1 |
1 |
0 |
0 |
2 |
2 |
1 |
1 |
1 |
0 |
0 |
0 |
0 |
1 |
3 |
1 |
0 |
2 |
0 |
0 |
3 |
1 |
2 |
0 |
0 |
1 |
0 |
0 |
2 |
2 |
0 |
0 |
1 |
0 |
0 |
1 |
1 |
0 |
0 |
1 |
2 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
1 |
0 |
0 |
0 |
3 |
3 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
1 |
1 |
1 |
0 |
1 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
0 |
0 |
0 |
1 |
1 |
1 |
0 |
0 |
0 |
1 |
0 |
1 |
2 |
0 |
0 |
0 |
2 |
1 |
0 |
1 |
1 |
0 |
0 |
1 |
1 |
1 |
1 |
1 |
0 |
0 |
0 |
0 |
2 |
1 |
6 |
0 |
0 |
1 |
0 |
0 |
2 |
0 |
0 |
0 |
0 |
1 |
2 |
1 |
0 |
0 |
1 |
0 |
1 |
2 |
1 |
4 |
0 |
2 |
0 |
2 |
1 |
2 |
0 |
0 |
0 |
2 |
1 |
2 |
0 |
0 |
0 |
0 |
1 |
1 |
3 |
1 |
0 |
0 |
1 |
0 |
0 |
1 |
| Contributors |
1 |
0 |
0 |
0 |
0 |
2 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
2 |
1 |
0 |
0 |
0 |
0 |
2 |
0 |
1 |
1 |
1 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
2 |
2 |
0 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
1 |
0 |
0 |
0 |
2 |
1 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
0 |
1 |
2 |
0 |
0 |
1 |
3 |
1 |
2 |
0 |
0 |
0 |
0 |
0 |
2 |
1 |
1 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
2 |
2 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
1 |
0 |
0 |
1 |
2 |
1 |
1 |
0 |
0 |
1 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
1 |
2 |
0 |
0 |
1 |
1 |
2 |
3 |
0 |
0 |
1 |
0 |
1 |
0 |
1 |
1 |
0 |
0 |
1 |
2 |
1 |
1 |
1 |
0 |
0 |
0 |
0 |
1 |
2 |
1 |
0 |
1 |
0 |
0 |
2 |
1 |
1 |
0 |
0 |
1 |
0 |
0 |
2 |
2 |
0 |
0 |
1 |
0 |
0 |
1 |
1 |
0 |
0 |
1 |
2 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
1 |
0 |
0 |
0 |
3 |
2 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
1 |
1 |
1 |
0 |
1 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
0 |
0 |
0 |
1 |
1 |
1 |
0 |
0 |
0 |
1 |
0 |
1 |
2 |
0 |
0 |
0 |
2 |
1 |
0 |
1 |
1 |
0 |
0 |
1 |
1 |
1 |
1 |
1 |
0 |
0 |
0 |
0 |
2 |
1 |
3 |
0 |
0 |
1 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
1 |
1 |
1 |
0 |
0 |
1 |
0 |
1 |
2 |
1 |
3 |
0 |
1 |
0 |
2 |
1 |
2 |
0 |
0 |
0 |
2 |
1 |
2 |
0 |
0 |
0 |
0 |
1 |
1 |
2 |
1 |
0 |
0 |
1 |
0 |
0 |
1 |
| 2022 02 02 |
2022 02 01 |
2022 01 31 |
2022 01 30 |
2022 01 29 |
2022 01 28 |
2022 01 27 |
2022 01 26 |
2022 01 25 |
2022 01 24 |
2022 01 23 |
2022 01 22 |
2022 01 21 |
2022 01 20 |
2022 01 19 |
2022 01 18 |
2022 01 17 |
2022 01 16 |
2022 01 15 |
2022 01 14 |
2022 01 13 |
2022 01 12 |
2022 01 11 |
2022 01 10 |
2022 01 09 |
2022 01 08 |
2022 01 07 |
2022 01 06 |
2022 01 05 |
2022 01 04 |
2022 01 03 |
2022 01 02 |
2022 01 01 |
2021 12 31 |
2021 12 30 |
2021 12 29 |
2021 12 28 |
2021 12 27 |
2021 12 26 |
2021 12 25 |
2021 12 24 |
2021 12 23 |
2021 12 22 |
2021 12 21 |
2021 12 20 |
2021 12 19 |
2021 12 18 |
2021 12 17 |
2021 12 16 |
2021 12 15 |
2021 12 14 |
2021 12 13 |
2021 12 12 |
2021 12 11 |
2021 12 10 |
2021 12 09 |
2021 12 08 |
2021 12 07 |
2021 12 06 |
2021 12 05 |
2021 12 04 |
2021 12 03 |
2021 12 02 |
2021 12 01 |
2021 11 30 |
2021 11 29 |
2021 11 28 |
2021 11 27 |
2021 11 26 |
2021 11 25 |
2021 11 24 |
2021 11 23 |
2021 11 22 |
2021 11 21 |
2021 11 20 |
2021 11 19 |
2021 11 18 |
2021 11 17 |
2021 11 16 |
2021 11 15 |
2021 11 14 |
2021 11 13 |
2021 11 12 |
2021 11 11 |
2021 11 10 |
2021 11 09 |
2021 11 08 |
2021 11 07 |
2021 11 06 |
2021 11 05 |
2021 11 04 |
2021 11 03 |
2021 11 02 |
2021 11 01 |
2021 10 31 |
2021 10 30 |
2021 10 29 |
2021 10 28 |
2021 10 27 |
2021 10 26 |
2021 10 25 |
2021 10 24 |
2021 10 23 |
2021 10 22 |
2021 10 21 |
2021 10 20 |
2021 10 19 |
2021 10 18 |
2021 10 17 |
2021 10 16 |
2021 10 15 |
2021 10 14 |
2021 10 13 |
2021 10 12 |
2021 10 11 |
2021 10 10 |
2021 10 09 |
2021 10 08 |
2021 10 07 |
2021 10 06 |
2021 10 05 |
2021 10 04 |
2021 10 03 |
2021 10 02 |
2021 10 01 |
2021 09 30 |
2021 09 29 |
2021 09 28 |
2021 09 27 |
2021 09 26 |
2021 09 25 |
2021 09 24 |
2021 09 23 |
2021 09 22 |
2021 09 21 |
2021 09 20 |
2021 09 19 |
2021 09 18 |
2021 09 17 |
2021 09 16 |
2021 09 15 |
2021 09 14 |
2021 09 13 |
2021 09 12 |
2021 09 11 |
2021 09 10 |
2021 09 09 |
2021 09 08 |
2021 09 07 |
2021 09 06 |
2021 09 05 |
2021 09 04 |
2021 09 03 |
2021 09 02 |
2021 09 01 |
2021 08 31 |
2021 08 30 |
2021 08 29 |
2021 08 28 |
2021 08 27 |
2021 08 26 |
2021 08 25 |
2021 08 24 |
2021 08 23 |
2021 08 22 |
2021 08 21 |
2021 08 20 |
2021 08 19 |
2021 08 18 |
2021 08 17 |
2021 08 16 |
2021 08 15 |
2021 08 14 |
2021 08 13 |
2021 08 12 |
2021 08 11 |
2021 08 10 |
2021 08 09 |
2021 08 08 |
2021 08 07 |
2021 08 06 |
2021 08 05 |
2021 08 04 |
2021 08 03 |
2021 08 02 |
2021 08 01 |
2021 07 31 |
2021 07 30 |
2021 07 29 |
2021 07 28 |
2021 07 27 |
2021 07 26 |
2021 07 25 |
2021 07 24 |
2021 07 23 |
2021 07 22 |
2021 07 21 |
2021 07 20 |
2021 07 19 |
2021 07 18 |
2021 07 17 |
2021 07 16 |
2021 07 15 |
2021 07 14 |
2021 07 13 |
2021 07 12 |
2021 07 11 |
2021 07 10 |
2021 07 09 |
2021 07 08 |
2021 07 07 |
2021 07 06 |
2021 07 05 |
2021 07 04 |
2021 07 03 |
2021 07 02 |
2021 07 01 |
2021 06 30 |
2021 06 29 |
2021 06 28 |
2021 06 27 |
2021 06 26 |
2021 06 25 |
2021 06 24 |
2021 06 23 |
2021 06 22 |
2021 06 21 |
2021 06 20 |
2021 06 19 |
2021 06 18 |
2021 06 17 |
2021 06 16 |
2021 06 15 |
2021 06 14 |
2021 06 13 |
2021 06 12 |
2021 06 11 |
2021 06 10 |
2021 06 09 |
2021 06 08 |
2021 06 07 |
2021 06 06 |
2021 06 05 |
2021 06 04 |
2021 06 03 |
2021 06 02 |
2021 06 01 |
2021 05 31 |
2021 05 30 |
2021 05 29 |
2021 05 28 |
2021 05 27 |
2021 05 26 |
2021 05 25 |
2021 05 24 |
2021 05 23 |
2021 05 22 |
2021 05 21 |
2021 05 20 |
2021 05 19 |
2021 05 18 |
2021 05 17 |
2021 05 16 |
2021 05 15 |
2021 05 14 |
2021 05 13 |
2021 05 12 |
2021 05 11 |
2021 05 10 |
2021 05 09 |
2021 05 08 |
2021 05 07 |
2021 05 06 |
2021 05 05 |
2021 05 04 |
2021 05 03 |
2021 05 02 |
2021 05 01 |
2021 04 30 |
2021 04 29 |
2021 04 28 |
2021 04 27 |
2021 04 26 |
2021 04 25 |
2021 04 24 |
2021 04 23 |
2021 04 22 |
2021 04 21 |
2021 04 20 |
2021 04 19 |
2021 04 18 |
2021 04 17 |
2021 04 16 |
2021 04 15 |
2021 04 14 |
2021 04 13 |
2021 04 12 |
2021 04 11 |
2021 04 10 |
2021 04 09 |
2021 04 08 |
2021 04 07 |
2021 04 06 |
2021 04 05 |
2021 04 04 |
2021 04 03 |
2021 04 02 |
2021 04 01 |
2021 03 31 |
2021 03 30 |
2021 03 29 |
2021 03 28 |
2021 03 27 |
2021 03 26 |
2021 03 25 |
2021 03 24 |
2021 03 23 |
2021 03 22 |
2021 03 21 |
2021 03 20 |
2021 03 19 |
2021 03 18 |
2021 03 17 |
2021 03 16 |
2021 03 15 |
2021 03 14 |
2021 03 13 |
2021 03 12 |
2021 03 11 |
2021 03 10 |
2021 03 09 |
2021 03 08 |
2021 03 07 |
2021 03 06 |
2021 03 05 |
2021 03 04 |
2021 03 03 |
2021 03 02 |
2021 03 01 |
2021 02 28 |
2021 02 27 |
2021 02 26 |
2021 02 25 |
2021 02 24 |
2021 02 23 |
2021 02 22 |
2021 02 21 |
2021 02 20 |
2021 02 19 |
2021 02 18 |
2021 02 17 |
2021 02 16 |
2021 02 15 |
2021 02 14 |
2021 02 13 |
2021 02 12 |
2021 02 11 |
2021 02 10 |
2021 02 09 |
2021 02 08 |
2021 02 07 |
2021 02 06 |
2021 02 05 |
2021 02 04 |
2021 02 03 |
Contributors
Recent Contributors (9 = 7 veterans + 2 rookies)
Contributed in past 6 months (a rookie = the first contribution in past year)
Past 30 days (4):
Past 31 to 90 days (2):
Past 91 to 180 days (3):
Historical Contributors (32)
Last contributed more than 6 months ago
Contributors Matrix (Per Month)
| Commits (3m) |
Commit Days |
1
|
4
|
5
|
3
|
5
|
5
|
7
|
4
|
6
|
3
|
6
|
5
|
7
|
7
|
7
|
6
|
9
|
9
|
8
|
9
|
9
|
10
|
9
|
8
|
5
|
|
| tensorflow-extended-team@google.com | 26 | 328 |
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| embr@google.com | 6 | 45 |
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| dmarn@google.com | 1 | 1 |
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| mdreves@google.com | 3 | 226 |
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| Commits |
|
|||||||||||||||||||||||||||||||||||||||||||||||||
| Contributors |
|
41 contributors (1,091 commits):
| # | Contributor |
First Commit |
Latest Commit |
Commits Count |
File Updates (per extension) |
|---|---|---|---|---|---|
| 1. | tensorflow-extended-team@google.com | 2018-03-23 | 2022-02-02 | 450 (41%) | py (1488), js (855), md (334), html (268), (132) |
| 2. | mdreves@google.com | 2019-02-02 | 2022-01-10 | 307 (28%) | py (1424), md (188), proto (40), js (11), png (9) |
| 3. | dhruvesht@google.com | 2019-10-25 | 2021-09-28 | 56 (5%) | md (100), py (61), json (19), js (1), (1) |
| 4. | embr@google.com | 2020-03-20 | 2022-01-28 | 52 (4%) | py (204), md (20), proto (3), js (2) |
| 5. | srjindal@google.com | 2019-02-26 | 2021-10-25 | 45 (4%) | js (79), py (76), md (19), html (12), proto (4) |
| 6. | pachristopher@google.com | 2019-01-31 | 2021-03-24 | 44 (4%) | py (137), md (12), proto (1) |
| 7. | huanmingf@google.com | 2019-10-28 | 2021-06-24 | 42 (3%) | js (104), py (27), md (8), html (5), proto (1) |
| 8. | zhuo@google.com | 2019-10-18 | 2021-06-10 | 15 (1%) | py (18), md (12), proto (1) |
| 9. | 1147435+chuanyu@users.noreply.github.com | 2018-04-17 | 2019-01-28 | 9 (<1%) | py (88), (25), js (14), md (13), html (10) |
| 10. | 32111886+xinzha623@users.noreply.github.com | 2018-03-23 | 2018-09-11 | 9 (<1%) | py (146), js (99), html (94), (80), sh (30) |
| 11. | jiyongjung@google.com | 2019-11-08 | 2021-12-16 | 6 (<1%) | py (5), md (3), (1) |
| 12. | anhtnguyen@google.com | 2020-09-09 | 2020-09-29 | 5 (<1%) | js (4), json (1) |
| 13. | terrytangyuan@gmail.com | 2018-09-11 | 2018-11-20 | 5 (<1%) | py (6), sh (1) |
| 14. | markdaoust@google.com | 2019-04-19 | 2021-08-24 | 4 (<1%) | py (3), yaml (2), md (1), (1) |
| 15. | robertcrowe@google.com | 2019-04-08 | 2020-07-16 | 4 (<1%) | md (4), yaml (2) |
| 16. | blamb@google.com | 2019-03-03 | 2019-03-28 | 3 (<1%) | md (2), yaml (2), png (1) |
| 17. | solma@google.com | 2019-02-01 | 2019-02-14 | 3 (<1%) | md (5), py (3), js (1), yaml (1) |
| 18. | pfyang.github@gmail.com | 2018-06-01 | 2018-10-26 | 3 (<1%) | py (42), md (32), js (7), (7), html (7) |
| 19. | kathywu@google.com | 2019-04-05 | 2021-06-24 | 2 (<1%) | py (2) |
| 20. | jjong@google.com | 2020-09-10 | 2020-10-10 | 2 (<1%) | py (2) |
| 21. | jaesung@google.com | 2020-05-09 | 2020-07-03 | 2 (<1%) | py (2) |
| 22. | jindalshivam09@gmail.com | 2019-03-15 | 2019-07-26 | 2 (<1%) | py (2) |
| 23. | benjamintanweihao@gmail.com | 2019-05-22 | 2019-06-28 | 2 (<1%) | py (2) |
| 24. | shunyaueta01@gmail.com | 2018-09-08 | 2018-09-11 | 2 (<1%) | md (2) |
| 25. | dmarn@google.com | 2022-01-14 | 2022-01-14 | 1 (<1%) | py (1) |
| 26. | chaomei@google.com | 2021-12-02 | 2021-12-02 | 1 (<1%) | py (1) |
| 27. | yashkatariya@google.com | 2021-04-08 | 2021-04-08 | 1 (<1%) | py (1) |
| 28. | pauline.nicolas1@gmail.com | 2021-01-14 | 2021-01-14 | 1 (<1%) | py (2) |
| 29. | wchargin@google.com | 2020-08-14 | 2020-08-14 | 1 (<1%) | js (2) |
| 30. | cais@google.com | 2020-06-09 | 2020-06-09 | 1 (<1%) | js (1), html (1) |
| 31. | sokeefe@google.com | 2020-06-04 | 2020-06-04 | 1 (<1%) | py (2), md (1) |
| 32. | karimnosseir@google.com | 2020-05-15 | 2020-05-15 | 1 (<1%) | py (1) |
| 33. | tanzheny@google.com | 2020-04-10 | 2020-04-10 | 1 (<1%) | py (1) |
| 34. | adamwood@google.com | 2020-01-22 | 2020-01-22 | 1 (<1%) | md (1) |
| 35. | rohanj@google.com | 2019-07-31 | 2019-07-31 | 1 (<1%) | py (1) |
| 36. | 919016+mdreves@users.noreply.github.com | 2018-11-21 | 2018-11-21 | 1 (<1%) | py (72), js (10), html (10), md (4), (4) |
| 37. | 39436053+pechyonkin@users.noreply.github.com | 2018-11-03 | 2018-11-03 | 1 (<1%) | md (1) |
| 38. | pfyspam@gmail.com | 2018-10-26 | 2018-10-26 | 1 (<1%) | md (25), yaml (2) |
| 39. | robertwb@gmail.com | 2018-08-29 | 2018-08-29 | 1 (<1%) | ipynb (1) |
| 40. | s.lebedev@criteo.com | 2018-08-17 | 2018-08-17 | 1 (<1%) | py (1) |
| 41. | xinzha@google.com | 2018-03-30 | 2018-03-30 | 1 (<1%) | py (11), sh (10), md (4), js (4), html (3) |
Contributor Dependencies
A contributor dependency is detected if two contributors have changed the same files in the past 35600 days.
Contributor Dependencies via Shared Files
show graph...
The number on lines shows the number of same files that both persons changed in past 35600 days.
- open 3D force graph
Contributor 1
Contributor 2
# shared files
1.
tensorflow-extended-team@google.com
32111886+xinzha623@users.noreply.github.com
331 shared files
tensorflow_model_analysis/frontend/lib/cell-renderer.js
tensorflow_model_analysis/frontend/tfma-precision-recall-curve/tfma-precision-recall-curve.html
tensorflow_model_analysis/eval_saved_model/example_trainers/multi_head.py
tensorflow_model_analysis/frontend/tfma-slice-overview/tfma-slice-overview.js
g3doc/get_started.md
tensorflow_model_analysis/eval_saved_model/example_trainers/linear_regressor.py
examples/chicago_taxi/process_tfma_local.sh
tensorflow_model_analysis/eval_saved_model/graph_ref_test.py
tensorflow_model_analysis/contrib/model_eval_lib.py
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11.
mdreves@google.com
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mdreves@google.com
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mdreves@google.com
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mdreves@google.com
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tensorflow-extended-team@google.com
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mdreves@google.com
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pfyang.github@gmail.com
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huanmingf@google.com
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tensorflow-extended-team@google.com
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pachristopher@google.com
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mdreves@google.com
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srjindal@google.com
pachristopher@google.com
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embr@google.com
huanmingf@google.com
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mdreves@google.com
xinzha@google.com
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pfyang.github@gmail.com
xinzha@google.com
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examples/chicago_taxi/Dockerfile
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zhuo@google.com
pachristopher@google.com
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tensorflow_model_analysis/metrics/tf_metric_wrapper_test.py
tensorflow_model_analysis/model_util.py
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embr@google.com
zhuo@google.com
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tensorflow_model_analysis/config.py
tensorflow_model_analysis/proto/config.proto
tensorflow_model_analysis/types.py
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mdreves@google.com
robertcrowe@google.com
5 shared files
g3doc/get_started.md
g3doc/install.md
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tensorflow-extended-team@google.com
robertcrowe@google.com
5 shared files
g3doc/get_started.md
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huanmingf@google.com
xinzha@google.com
5 shared files
tensorflow_model_analysis/notebook/jupyter/js/lib/widget.js
RELEASE.md
tensorflow_model_analysis/static/index.js.map
tensorflow_model_analysis/__init__.py
tensorflow_model_analysis/static/index.js
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tensorflow-extended-team@google.com
jiyongjung@google.com
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tensorflow_model_analysis/model_util.py
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huanmingf@google.com
1147435+chuanyu@users.noreply.github.com
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tensorflow_model_analysis/__init__.py
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huanmingf@google.com
919016+mdreves@users.noreply.github.com
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tensorflow_model_analysis/__init__.py
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robertcrowe@google.com
solma@google.com
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g3doc/get_started.md
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robertcrowe@google.com
pfyang.github@gmail.com
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1147435+chuanyu@users.noreply.github.com
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g3doc/api_docs/python/tfma/run_model_analysis.md
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zhuo@google.com
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dhruvesht@google.com
1147435+chuanyu@users.noreply.github.com
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dhruvesht@google.com
919016+mdreves@users.noreply.github.com
4 shared files
README.md
tensorflow_model_analysis/version.py
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77.
dhruvesht@google.com
pfyang.github@gmail.com
4 shared files
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tensorflow_model_analysis/version.py
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dhruvesht@google.com
xinzha@google.com
4 shared files
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setup.py
tensorflow_model_analysis/static/index.js
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zhuo@google.com
1147435+chuanyu@users.noreply.github.com
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zhuo@google.com
919016+mdreves@users.noreply.github.com
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tensorflow_model_analysis/types.py
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zhuo@google.com
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tensorflow_model_analysis/types.py
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zhuo@google.com
pfyang.github@gmail.com
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tensorflow_model_analysis/types.py
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pachristopher@google.com
solma@google.com
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tensorflow_model_analysis/api/model_eval_lib.py
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pachristopher@google.com
xinzha@google.com
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tensorflow_model_analysis/__init__.py
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mdreves@google.com
jiyongjung@google.com
4 shared files
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tensorflow_model_analysis/api/model_eval_lib.py
tensorflow_model_analysis/model_util.py
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jiyongjung@google.com
pachristopher@google.com
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tensorflow_model_analysis/api/model_eval_lib.py
tensorflow_model_analysis/model_util.py
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jiyongjung@google.com
32111886+xinzha623@users.noreply.github.com
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huanmingf@google.com
zhuo@google.com
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tensorflow_model_analysis/proto/config.proto
tensorflow_model_analysis/extractors/input_extractor.py
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srjindal@google.com
solma@google.com
3 shared files
g3doc/get_started.md
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robertcrowe@google.com
1147435+chuanyu@users.noreply.github.com
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919016+mdreves@users.noreply.github.com
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robertcrowe@google.com
32111886+xinzha623@users.noreply.github.com
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solma@google.com
pfyspam@gmail.com
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dhruvesht@google.com
robertcrowe@google.com
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zhuo@google.com
robertcrowe@google.com
3 shared files
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tensorflow-extended-team@google.com
terrytangyuan@gmail.com
3 shared files
examples/chicago_taxi/setup.py
examples/chicago_taxi/preprocess_local.sh
examples/chicago_taxi/preprocess.py
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1147435+chuanyu@users.noreply.github.com
terrytangyuan@gmail.com
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examples/chicago_taxi/setup.py
examples/chicago_taxi/preprocess_local.sh
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98.
terrytangyuan@gmail.com
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examples/chicago_taxi/setup.py
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terrytangyuan@gmail.com
xinzha@google.com
3 shared files
examples/chicago_taxi/setup.py
examples/chicago_taxi/preprocess_local.sh
examples/chicago_taxi/preprocess.py
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dhruvesht@google.com
pachristopher@google.com
3 shared files
README.md
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setup.py
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tensorflow-extended-team@google.com
40
450
2.
mdreves@google.com
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1147435+chuanyu@users.noreply.github.com
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32111886+xinzha623@users.noreply.github.com
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919016+mdreves@users.noreply.github.com
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pfyang.github@gmail.com
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srjindal@google.com
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xinzha@google.com
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embr@google.com
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solma@google.com
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robertcrowe@google.com
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dhruvesht@google.com
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huanmingf@google.com
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zhuo@google.com
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pachristopher@google.com
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jiyongjung@google.com
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sokeefe@google.com
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kathywu@google.com
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pfyspam@gmail.com
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jjong@google.com
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benjamintanweihao@gmail.com
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shunyaueta01@gmail.com
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39436053+pechyonkin@users.noreply.github.com
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jindalshivam09@gmail.com
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blamb@google.com
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markdaoust@google.com
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robertwb@gmail.com
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pauline.nicolas1@gmail.com
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adamwood@google.com
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| Contributor 1 | Contributor 2 | # shared files | |
|---|---|---|---|
| 1. | tensorflow-extended-team@google.com | 32111886+xinzha623@users.noreply.github.com |
331 shared files
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| 2. | tensorflow-extended-team@google.com | mdreves@google.com |
276 shared files
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| 3. | tensorflow-extended-team@google.com | 1147435+chuanyu@users.noreply.github.com |
144 shared files
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tensorflow_model_analysis/frontend/tfma-slicing-metrics-browser/BUILD tensorflow_model_analysis/eval_saved_model/example_trainers/dnn_classifier.py tensorflow_model_analysis/static/vulcanized_template.html tensorflow_model_analysis/eval_saved_model/graph_ref.py tensorflow_model_analysis/frontend/tfma-line-chart-grid/tfma-line-chart-grid.js tensorflow_model_analysis/eval_saved_model/exporter.py tensorflow_model_analysis/frontend/tfma-metrics-histogram/tfma-metrics-histogram.js tensorflow_model_analysis/eval_saved_model/exporter_test.py tensorflow_model_analysis/frontend/tfma-metrics-table/BUILD tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator.py tensorflow_model_analysis/frontend/tfma-graph-data-filter/BUILD examples/chicago_taxi/trainer/model.py examples/chicago_taxi/setup.py tensorflow_model_analysis/frontend/tfma-shared-styles/BUILD README.md tensorflow_model_analysis/frontend/test/tfma-bounded-value_test.html tensorflow_model_analysis/notebook/colab/util.py tensorflow_model_analysis/extractors/meta_feature_extractor.py tensorflow_model_analysis/frontend/tfma-value-at-cutoffs/BUILD tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_classifier_extra_fields.py tensorflow_model_analysis/eval_saved_model/dofn.py tensorflow_model_analysis/frontend/tfma-prediction-distribution/BUILD tensorflow_model_analysis/frontend/tfma-metrics-table/tfma-metrics-table.js tensorflow_model_analysis/frontend/tfma-plot/BUILD tensorflow_model_analysis/version.py RELEASE.md tensorflow_model_analysis/frontend/tfma-line-chart/BUILD tensorflow_model_analysis/evaluators/aggregate.py tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_classifier.py tensorflow_model_analysis/contrib/model_eval_lib_test.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/frontend/tfma-line-chart-grid/BUILD tensorflow_model_analysis/frontend/tfma-bounded-value/BUILD tensorflow_model_analysis/api/impl/serialization.py 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examples/chicago_taxi/tfdv_analyze_and_validate.py tensorflow_model_analysis/eval_saved_model/util_test.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/frontend/tfma-array-value/BUILD tensorflow_model_analysis/frontend/tfma-roc-curve/tfma-roc-curve.js tensorflow_model_analysis/post_export_metrics/__init__.py tensorflow_model_analysis/frontend/tfma-confusion-matrix-at-thresholds/BUILD tensorflow_model_analysis/frontend/tfma-value-at-cutoffs/tfma-value-at-cutoffs.html tensorflow_model_analysis/eval_saved_model/load.py tensorflow_model_analysis/frontend/lib/series-data.js tensorflow_model_analysis/extractors/feature_extractor_test.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/writers/writer_test.py tensorflow_model_analysis/util_test.py tensorflow_model_analysis/frontend/tfma-time-series-browser/BUILD ISSUE_TEMPLATE.md tensorflow_model_analysis/extractors/extractor.py tensorflow_model_analysis/extractors/__init__.py tensorflow_model_analysis/frontend/tfma-array-value/demo/index.html tensorflow_model_analysis/frontend/tfma-nb-time-series/BUILD examples/chicago_taxi/preprocess_local.sh tensorflow_model_analysis/types.py tensorflow_model_analysis/extractors/predict_extractor.py tensorflow_model_analysis/api/verifier_lib.py tensorflow_model_analysis/eval_metrics_graph/eval_metrics_graph.py tensorflow_model_analysis/eval_saved_model/example_trainers/fake_multi_examples_per_input_estimator.py tensorflow_model_analysis/eval_saved_model/constants.py tensorflow_model_analysis/frontend/tfma-calibration-plot/BUILD tensorflow_model_analysis/eval_saved_model/example_trainers/util.py tensorflow_model_analysis/frontend/tfma-confusion-matrix-at-thresholds/tfma-confusion-matrix-at-thresholds.js tensorflow_model_analysis/frontend/tfma-metrics-histogram/BUILD ... |
| 4. | tensorflow-extended-team@google.com | 919016+mdreves@users.noreply.github.com |
104 shared files
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tensorflow_model_analysis/eval_saved_model/example_trainers/fake_sequence_to_prediction.py examples/chicago_taxi/process_tfma.py tensorflow_model_analysis/eval_saved_model/util.py tensorflow_model_analysis/proto/metrics_for_slice.proto examples/chicago_taxi/chicago_taxi_tfma_local_playground.ipynb tensorflow_model_analysis/api/impl/serialization_test.py tensorflow_model_analysis/frontend/tfma-graph-data-filter/tfma-graph-data-filter.html tensorflow_model_analysis/slicer/slice_accessor_test.py setup.py tensorflow_model_analysis/util.py examples/chicago_taxi/start_model_server_mlengine.sh tensorflow_model_analysis/frontend/test/tfma-nb-time-series_test.html tensorflow_model_analysis/frontend/tfma-matrix/demo/index.js tensorflow_model_analysis/frontend/tfma-matrix/tfma-matrix.html tensorflow_model_analysis/frontend/tfma-matrix/BUILD tensorflow_model_analysis/view/util.py ... |
| 5. | 1147435+chuanyu@users.noreply.github.com | 32111886+xinzha623@users.noreply.github.com |
91 shared files
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tensorflow_model_analysis/frontend/tfma-value-at-cutoffs/tfma-value-at-cutoffs.js tensorflow_model_analysis/api/tfma_unit_test.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/api/tfma_unit.py tensorflow_model_analysis/frontend/lib/cell-renderer_test.js tensorflow_model_analysis/eval_saved_model/encoding.py tensorflow_model_analysis/eval_saved_model/integration_test.py tensorflow_model_analysis/frontend/test/tfma-value-at-cutoffs_test.html examples/chicago_taxi/process_tfma.py tensorflow_model_analysis/eval_saved_model/util.py examples/chicago_taxi/preprocess.py tensorflow_model_analysis/proto/metrics_for_slice.proto examples/chicago_taxi/chicago_taxi_tfma_local_playground.ipynb tensorflow_model_analysis/frontend/tfma-nb-slicing-metrics/BUILD examples/chicago_taxi/trainer/task.py setup.py tensorflow_model_analysis/util.py tensorflow_model_analysis/frontend/tfma-line-chart-grid/tfma-line-chart-grid.html tensorflow_model_analysis/frontend/tfma-precision-recall-curve/tfma-precision-recall-curve.js tensorflow_model_analysis/view/util.py tensorflow_model_analysis/frontend/tfma-multi-class-confusion-matrix/BUILD g3doc/getting_started.md tensorflow_model_analysis/slicer/__init__.py |
| 6. | tensorflow-extended-team@google.com | pfyang.github@gmail.com |
83 shared files
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| 7. | mdreves@google.com | 1147435+chuanyu@users.noreply.github.com |
77 shared files
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| 8. | tensorflow-extended-team@google.com | embr@google.com |
77 shared files
tensorflow_model_analysis/metrics/example_count.py tensorflow_model_analysis/metrics/calibration_plot_test.py tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator_v2_test.py tensorflow_model_analysis/metrics/tjur_discrimination.py tensorflow_model_analysis/evaluators/legacy_poisson_bootstrap.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py tensorflow_model_analysis/evaluators/legacy_metrics_and_plots_evaluator.py tensorflow_model_analysis/writers/metrics_and_plots_serialization.py tensorflow_model_analysis/metrics/metric_util.py tensorflow_model_analysis/extractors/unbatch_extractor_test.py tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator_v2.py tensorflow_model_analysis/model_util_test.py tensorflow_model_analysis/metrics/min_label_position.py tensorflow_model_analysis/metrics/squared_pearson_correlation.py RELEASE.md tensorflow_model_analysis/evaluators/aggregate.py tensorflow_model_analysis/contrib/model_eval_lib_test.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py tensorflow_model_analysis/evaluators/legacy_poisson_bootstrap_test.py tensorflow_model_analysis/evaluators/poisson_bootstrap_test.py tensorflow_model_analysis/slicer/auto_slicing_util.py tensorflow_model_analysis/config.py tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/evaluators/jackknife.py tensorflow_model_analysis/metrics/confusion_matrix_plot.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/metrics/binary_confusion_matrices.py tensorflow_model_analysis/writers/metrics_and_plots_serialization_test.py tensorflow_model_analysis/eval_saved_model/testutil.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/post_export_metrics/post_export_metrics.py tensorflow_model_analysis/metrics/calibration_plot.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/metrics/metric_specs_test.py tensorflow_model_analysis/evaluators/legacy_aggregate_test.py tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/util_test.py tensorflow_model_analysis/metrics/metric_specs.py tensorflow_model_analysis/frontend/lib/constants.js tensorflow_model_analysis/static/vulcanized_tfma.js tensorflow_model_analysis/metrics/calibration.py tensorflow_model_analysis/types_compat.py tensorflow_model_analysis/types.py tensorflow_model_analysis/evaluators/jackknife_test.py tensorflow_model_analysis/eval_metrics_graph/eval_metrics_graph.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/evaluators/confidence_intervals_util_test.py tensorflow_model_analysis/metrics/ndcg.py tensorflow_model_analysis/addons/fairness/view/widget_view.py tensorflow_model_analysis/metrics/binary_confusion_matrices_test.py tensorflow_model_analysis/model_util.py tensorflow_model_analysis/metrics/confusion_matrix_metrics.py tensorflow_model_analysis/metrics/multi_label_confusion_matrix_plot.py tensorflow_model_analysis/evaluators/confidence_intervals_util.py tensorflow_model_analysis/evaluators/eval_saved_model_util.py tensorflow_model_analysis/math_util.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/evaluators/metrics_validator.py tensorflow_model_analysis/util.py tensorflow_model_analysis/extractors/unbatch_extractor.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/metrics/__init__.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py tensorflow_model_analysis/view/util.py tensorflow_model_analysis/metrics/tf_metric_wrapper.py tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators.py tensorflow_model_analysis/math_util_test.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/metrics/confusion_matrix_metrics_test.py tensorflow_model_analysis/metrics/metric_types.py tensorflow_model_analysis/evaluators/poisson_bootstrap.py |
| 9. | 919016+mdreves@users.noreply.github.com | 32111886+xinzha623@users.noreply.github.com |
73 shared files
tensorflow_model_analysis/frontend/lib/cell-renderer.js tensorflow_model_analysis/eval_saved_model/example_trainers/multi_head.py g3doc/get_started.md tensorflow_model_analysis/eval_saved_model/graph_ref_test.py tensorflow_model_analysis/contrib/model_eval_lib.py tensorflow_model_analysis/api/impl/api_types.py tensorflow_model_analysis/slicer/slicer.py tensorflow_model_analysis/frontend/tfma-metrics-table/tfma-metrics-table.html examples/chicago_taxi/chicago_taxi_client.py tensorflow_model_analysis/slicer/slice_accessor.py tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_estimator.py tensorflow_model_analysis/static/vulcanized_template.html tensorflow_model_analysis/eval_saved_model/graph_ref.py tensorflow_model_analysis/eval_saved_model/exporter.py examples/chicago_taxi/setup.py tensorflow_model_analysis/api/impl/evaluate_test.py README.md tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_classifier_extra_fields.py tensorflow_model_analysis/frontend/tfma-metrics-table/tfma-metrics-table.js tensorflow_model_analysis/frontend/tfma-multi-class-confusion-matrix/tfma-multi-class-confusion-matrix.html tensorflow_model_analysis/version.py RELEASE.md tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_classifier.py tensorflow_model_analysis/contrib/model_eval_lib_test.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/api/impl/serialization.py tensorflow_model_analysis/extractors/predict_extractor_test.py tensorflow_model_analysis/eval_saved_model/export.py tensorflow_model_analysis/frontend/lib/series-data_test.js tensorflow_model_analysis/api/impl/slice.py tensorflow_model_analysis/api/impl/evaluate.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/frontend/tfma-calibration-plot/tfma-calibration-plot.js tensorflow_model_analysis/eval_saved_model/testutil.py tensorflow_model_analysis/eval_saved_model/util_test.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/frontend/test/tfma-multi-class-confusion-matrix_test.html tensorflow_model_analysis/eval_saved_model/load.py tensorflow_model_analysis/frontend/tfma-multi-class-confusion-matrix/tfma-multi-class-confusion-matrix.js tensorflow_model_analysis/frontend/lib/series-data.js third_party/BUILD tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/eval_saved_model/encoding_test.py examples/chicago_taxi/train_mlengine.sh tensorflow_model_analysis/types_compat.py tensorflow_model_analysis/types.py tensorflow_model_analysis/extractors/predict_extractor.py tensorflow_model_analysis/frontend/tfma-metrics-table/demo/index.js tensorflow_model_analysis/eval_saved_model/example_trainers/util.py tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/tfma_unit_test.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/api/tfma_unit.py tensorflow_model_analysis/frontend/lib/cell-renderer_test.js tensorflow_model_analysis/frontend/test/tfma-metrics-table_test.html tensorflow_model_analysis/eval_saved_model/encoding.py tensorflow_model_analysis/eval_saved_model/integration_test.py tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_estimator_extra_fields.py tensorflow_model_analysis/api/impl/slice_test.py tensorflow_model_analysis/eval_saved_model/example_trainers/fake_sequence_to_prediction.py examples/chicago_taxi/process_tfma.py tensorflow_model_analysis/eval_saved_model/util.py tensorflow_model_analysis/proto/metrics_for_slice.proto examples/chicago_taxi/chicago_taxi_tfma_local_playground.ipynb tensorflow_model_analysis/api/impl/serialization_test.py tensorflow_model_analysis/frontend/tfma-graph-data-filter/tfma-graph-data-filter.html tensorflow_model_analysis/slicer/slice_accessor_test.py setup.py tensorflow_model_analysis/util.py examples/chicago_taxi/start_model_server_mlengine.sh tensorflow_model_analysis/frontend/test/tfma-nb-time-series_test.html tensorflow_model_analysis/view/util.py tensorflow_model_analysis/frontend/tfma-multi-class-confusion-matrix/BUILD |
| 10. | tensorflow-extended-team@google.com | srjindal@google.com |
70 shared files
tensorflow_model_analysis/addons/fairness/frontend/fairness-metrics-board/fairness-metrics-board.js g3doc/get_started.md tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators_test.py tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-and-slice-selector/fairness-metric-and-slice-selector-template.html.js tensorflow_model_analysis/addons/fairness/frontend/util_test.js tensorflow_model_analysis/addons/fairness/metrics/__init__.py tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator_v2_test.py tensorflow_model_analysis/addons/fairness/metrics/lift.py tensorflow_model_analysis/addons/fairness/frontend/fairness-metrics-board/fairness-metrics-board_test.js tensorflow_model_analysis/metrics/calibration_histogram.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator.py 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tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/demo/eval_compare_demo_index.js tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count_test.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-summary/fairness-metric-summary-template.html.js tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/metrics/__init__.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py tensorflow_model_analysis/view/util.py tensorflow_model_analysis/addons/fairness/post_export_metrics/fairness_indicators.py tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-summary/fairness-metric-summary_test.js tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators.py tensorflow_model_analysis/frontend/vulcanize/tfma.js tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot_test.py tensorflow_model_analysis/metrics/metric_types.py tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-and-slice-selector/fairness-metric-and-slice-selector.js |
| 11. | mdreves@google.com | embr@google.com |
69 shared files
tensorflow_model_analysis/metrics/example_count.py tensorflow_model_analysis/metrics/calibration_plot_test.py tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator_v2_test.py tensorflow_model_analysis/metrics/tjur_discrimination.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py tensorflow_model_analysis/evaluators/legacy_metrics_and_plots_evaluator.py tensorflow_model_analysis/writers/metrics_and_plots_serialization.py tensorflow_model_analysis/metrics/metric_util.py tensorflow_model_analysis/extractors/unbatch_extractor_test.py tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator_v2.py tensorflow_model_analysis/model_util_test.py tensorflow_model_analysis/metrics/min_label_position.py tensorflow_model_analysis/metrics/squared_pearson_correlation.py RELEASE.md tensorflow_model_analysis/evaluators/aggregate.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py tensorflow_model_analysis/evaluators/poisson_bootstrap_test.py tensorflow_model_analysis/config.py tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/evaluators/jackknife.py tensorflow_model_analysis/metrics/confusion_matrix_plot.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/metrics/binary_confusion_matrices.py tensorflow_model_analysis/extractors/batched_predict_extractor_v2.py tensorflow_model_analysis/writers/metrics_and_plots_serialization_test.py tensorflow_model_analysis/eval_saved_model/testutil.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/post_export_metrics/post_export_metrics.py tensorflow_model_analysis/metrics/calibration_plot.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/metrics/metric_specs_test.py tensorflow_model_analysis/evaluators/legacy_aggregate_test.py tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/util_test.py tensorflow_model_analysis/metrics/metric_specs.py tensorflow_model_analysis/static/vulcanized_tfma.js tensorflow_model_analysis/metrics/calibration.py tensorflow_model_analysis/types_compat.py tensorflow_model_analysis/types.py tensorflow_model_analysis/eval_metrics_graph/eval_metrics_graph.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/metrics/ndcg.py tensorflow_model_analysis/metrics/binary_confusion_matrices_test.py tensorflow_model_analysis/model_util.py tensorflow_model_analysis/metrics/confusion_matrix_metrics.py tensorflow_model_analysis/metrics/multi_label_confusion_matrix_plot.py tensorflow_model_analysis/evaluators/eval_saved_model_util.py tensorflow_model_analysis/math_util.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/evaluators/metrics_validator.py tensorflow_model_analysis/util.py tensorflow_model_analysis/extractors/unbatch_extractor.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/metrics/__init__.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py tensorflow_model_analysis/view/util.py tensorflow_model_analysis/metrics/tf_metric_wrapper.py tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators.py tensorflow_model_analysis/math_util_test.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/metrics/confusion_matrix_metrics_test.py tensorflow_model_analysis/metrics/metric_types.py tensorflow_model_analysis/evaluators/poisson_bootstrap.py |
| 12. | mdreves@google.com | 32111886+xinzha623@users.noreply.github.com |
66 shared files
tensorflow_model_analysis/eval_saved_model/example_trainers/multi_head.py g3doc/get_started.md tensorflow_model_analysis/eval_saved_model/example_trainers/linear_regressor.py tensorflow_model_analysis/eval_saved_model/graph_ref_test.py tensorflow_model_analysis/contrib/model_eval_lib.py tensorflow_model_analysis/slicer/slicer.py tensorflow_model_analysis/notebook/jupyter/js/lib/widget.js tensorflow_model_analysis/slicer/slice_accessor.py tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_estimator.py tensorflow_model_analysis/eval_saved_model/example_trainers/dnn_classifier.py tensorflow_model_analysis/eval_saved_model/example_trainers/linear_classifier_multivalent.py tensorflow_model_analysis/eval_saved_model/graph_ref.py tensorflow_model_analysis/eval_saved_model/exporter.py examples/chicago_taxi/setup.py README.md tensorflow_model_analysis/notebook/jupyter/js/package.json tensorflow_model_analysis/frontend/tfma-nb-plot/tfma-nb-plot.js tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_classifier_extra_fields.py tensorflow_model_analysis/notebook/jupyter/js/lib/extension.js tensorflow_model_analysis/version.py RELEASE.md tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_classifier.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/extractors/predict_extractor_test.py tensorflow_model_analysis/eval_saved_model/export.py tensorflow_model_analysis/notebook/jupyter/js/webpack.config.js tensorflow_model_analysis/static/index.js.map tensorflow_model_analysis/__init__.py tensorflow_model_analysis/view/__init__.py tensorflow_model_analysis/eval_saved_model/testutil.py tensorflow_model_analysis/eval_saved_model/example_trainers/custom_estimator.py tensorflow_model_analysis/eval_saved_model/util_test.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/eval_saved_model/load.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/eval_saved_model/encoding_test.py examples/chicago_taxi/train_mlengine.sh tensorflow_model_analysis/types_compat.py tensorflow_model_analysis/types.py tensorflow_model_analysis/extractors/predict_extractor.py tensorflow_model_analysis/eval_saved_model/constants.py tensorflow_model_analysis/eval_saved_model/example_trainers/util.py tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/tfma_unit_test.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/api/tfma_unit.py tensorflow_model_analysis/static/extension.js tensorflow_model_analysis/eval_saved_model/encoding.py tensorflow_model_analysis/eval_saved_model/integration_test.py tensorflow_model_analysis/eval_saved_model/example_trainers/linear_classifier.py tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_estimator_extra_fields.py tensorflow_model_analysis/eval_saved_model/example_trainers/fake_sequence_to_prediction.py tensorflow_model_analysis/eval_saved_model/util.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/slicer/slice_accessor_test.py setup.py tensorflow_model_analysis/util.py tensorflow_model_analysis/eval_saved_model/example_trainers/dnn_regressor.py examples/chicago_taxi/start_model_server_mlengine.sh tensorflow_model_analysis/view/util.py tensorflow_model_analysis/notebook/jupyter/js/lib/index.js tensorflow_model_analysis/api/__init__.py tensorflow_model_analysis/eval_saved_model/example_trainers/csv_linear_classifier.py tensorflow_model_analysis/slicer/__init__.py tensorflow_model_analysis/static/index.js tensorflow_model_analysis/notebook/jupyter/tfma_widget/widget.py |
| 13. | 1147435+chuanyu@users.noreply.github.com | 919016+mdreves@users.noreply.github.com |
64 shared files
tensorflow_model_analysis/frontend/lib/cell-renderer.js g3doc/get_started.md tensorflow_model_analysis/eval_saved_model/graph_ref_test.py tensorflow_model_analysis/contrib/model_eval_lib.py tensorflow_model_analysis/slicer/slicer.py tensorflow_model_analysis/frontend/tfma-metrics-table/tfma-metrics-table.html examples/chicago_taxi/chicago_taxi_client.py tensorflow_model_analysis/post_export_metrics/post_export_metrics_test.py tensorflow_model_analysis/extractors/feature_extractor.py tensorflow_model_analysis/static/vulcanized_template.html tensorflow_model_analysis/eval_saved_model/graph_ref.py tensorflow_model_analysis/eval_saved_model/exporter.py tensorflow_model_analysis/eval_saved_model/exporter_test.py examples/chicago_taxi/setup.py README.md tensorflow_model_analysis/extractors/meta_feature_extractor.py tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_classifier_extra_fields.py tensorflow_model_analysis/eval_saved_model/dofn.py tensorflow_model_analysis/frontend/tfma-metrics-table/tfma-metrics-table.js tensorflow_model_analysis/version.py RELEASE.md tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_classifier.py tensorflow_model_analysis/contrib/model_eval_lib_test.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/api/impl/serialization.py tensorflow_model_analysis/extractors/predict_extractor_test.py tensorflow_model_analysis/eval_saved_model/export.py tensorflow_model_analysis/extractors/meta_feature_extractor_test.py tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/eval_saved_model/testutil.py tensorflow_model_analysis/post_export_metrics/post_export_metrics.py tensorflow_model_analysis/post_export_metrics/metric_keys.py tensorflow_model_analysis/eval_saved_model/util_test.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/post_export_metrics/__init__.py tensorflow_model_analysis/eval_saved_model/load.py tensorflow_model_analysis/frontend/lib/series-data.js tensorflow_model_analysis/extractors/feature_extractor_test.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/util_test.py tensorflow_model_analysis/types.py tensorflow_model_analysis/extractors/predict_extractor.py tensorflow_model_analysis/eval_saved_model/example_trainers/fake_multi_examples_per_input_estimator.py tensorflow_model_analysis/eval_saved_model/example_trainers/util.py tensorflow_model_analysis/constants.py tensorflow_model_analysis/frontend/tfma-matrix/tfma-matrix.js tensorflow_model_analysis/api/tfma_unit_test.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/api/tfma_unit.py tensorflow_model_analysis/frontend/lib/cell-renderer_test.js tensorflow_model_analysis/eval_saved_model/encoding.py tensorflow_model_analysis/eval_saved_model/integration_test.py examples/chicago_taxi/process_tfma.py tensorflow_model_analysis/eval_saved_model/util.py tensorflow_model_analysis/proto/metrics_for_slice.proto examples/chicago_taxi/chicago_taxi_tfma_local_playground.ipynb setup.py tensorflow_model_analysis/util.py tensorflow_model_analysis/frontend/tfma-matrix/BUILD tensorflow_model_analysis/view/util.py tensorflow_model_analysis/frontend/tfma-multi-class-confusion-matrix/BUILD tensorflow_model_analysis/view/widget_view.py |
| 14. | mdreves@google.com | 919016+mdreves@users.noreply.github.com |
63 shared files
tensorflow_model_analysis/eval_saved_model/example_trainers/multi_head.py g3doc/get_started.md tensorflow_model_analysis/eval_saved_model/graph_ref_test.py tensorflow_model_analysis/contrib/model_eval_lib.py tensorflow_model_analysis/slicer/slicer.py tensorflow_model_analysis/post_export_metrics/post_export_metrics_test.py tensorflow_model_analysis/slicer/slice_accessor.py tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_estimator.py tensorflow_model_analysis/extractors/feature_extractor.py tensorflow_model_analysis/eval_saved_model/graph_ref.py tensorflow_model_analysis/eval_saved_model/exporter.py tensorflow_model_analysis/eval_saved_model/exporter_test.py tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_estimator_no_labels.py tensorflow_model_analysis/eval_saved_model/export_test.py examples/chicago_taxi/setup.py README.md tensorflow_model_analysis/extractors/meta_feature_extractor.py tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_classifier_extra_fields.py tensorflow_model_analysis/eval_saved_model/dofn.py tensorflow_model_analysis/version.py RELEASE.md tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_classifier.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/extractors/predict_extractor_test.py tensorflow_model_analysis/eval_saved_model/export.py tensorflow_model_analysis/extractors/meta_feature_extractor_test.py tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/eval_saved_model/testutil.py tensorflow_model_analysis/post_export_metrics/post_export_metrics.py tensorflow_model_analysis/post_export_metrics/metric_keys.py tensorflow_model_analysis/eval_saved_model/util_test.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/eval_saved_model/load.py tensorflow_model_analysis/extractors/feature_extractor_test.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/eval_saved_model/example_trainers/control_dependency_estimator.py tensorflow_model_analysis/util_test.py tensorflow_model_analysis/eval_saved_model/encoding_test.py examples/chicago_taxi/train_mlengine.sh tensorflow_model_analysis/post_export_metrics/metrics.py tensorflow_model_analysis/types_compat.py tensorflow_model_analysis/types.py tensorflow_model_analysis/extractors/predict_extractor.py tensorflow_model_analysis/eval_saved_model/example_trainers/fake_multi_examples_per_input_estimator.py tensorflow_model_analysis/eval_saved_model/example_trainers/util.py tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/tfma_unit_test.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/api/tfma_unit.py tensorflow_model_analysis/eval_saved_model/encoding.py tensorflow_model_analysis/eval_saved_model/integration_test.py tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_estimator_extra_fields.py tensorflow_model_analysis/eval_saved_model/example_trainers/fake_sequence_to_prediction.py tensorflow_model_analysis/eval_saved_model/util.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/slicer/slice_accessor_test.py setup.py tensorflow_model_analysis/util.py examples/chicago_taxi/start_model_server_mlengine.sh tensorflow_model_analysis/view/util.py tensorflow_model_analysis/view/widget_view.py |
| 15. | tensorflow-extended-team@google.com | huanmingf@google.com |
55 shared files
tensorflow_model_analysis/addons/fairness/frontend/fairness-metrics-board/fairness-metrics-board.js tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators_test.py tensorflow_model_analysis/model_agnostic_eval/__init__.py tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-and-slice-selector/fairness-metric-and-slice-selector-template.html.js tensorflow_model_analysis/addons/fairness/frontend/util_test.js tensorflow_model_analysis/addons/fairness/metrics/__init__.py tensorflow_model_analysis/notebook/jupyter/js/lib/widget.js tensorflow_model_analysis/addons/fairness/frontend/fairness-metrics-board/fairness-metrics-board-template.html.js tensorflow_model_analysis/addons/fairness/notebook/jupyter/renderer.py tensorflow_model_analysis/extractors/sql_slice_key_extractor.py tensorflow_model_analysis/addons/fairness/frontend/fairness-metrics-board/fairness-metrics-board_test.js tensorflow_model_analysis/extractors/sql_slice_key_extractor_test.py tensorflow_model_analysis/addons/fairness/frontend/fairness-tensorboard-container/fairness-tensorboard-container-template.html tensorflow_model_analysis/addons/fairness/post_export_metrics/__init__.py tensorflow_model_analysis/addons/fairness/frontend/fairness-metrics-table/fairness-metrics-table.js RELEASE.md tensorflow_model_analysis/addons/__init__.py tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/fairness-nb-container-template.html.js tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/fairness-nb-container.js tensorflow_model_analysis/static/index.js.map tensorflow_model_analysis/addons/fairness/frontend/fairness-bounded-value-bar-chart/fairness-bounded-value-bar-chart.js tensorflow_model_analysis/__init__.py tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-summary/fairness-metric-summary.js tensorflow_model_analysis/addons/fairness/notebook/colab/renderer.py tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/demo/index.js tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-summary/demo/index.html tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/demo/eval_compare_demo_index.html tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/fairness-nb-container_test.js tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/addons/fairness/frontend/fairness-metrics-table/fairness-metrics-table_test.js tensorflow_model_analysis/frontend/lib/d3-externs.js tensorflow_model_analysis/addons/fairness/view/__init__.py tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-and-slice-selector/fairness-metric-and-slice-selector_test.js tensorflow_model_analysis/static/vulcanized_tfma.js tensorflow_model_analysis/addons/fairness/notebook/jupyter/widget.py tensorflow_model_analysis/addons/fairness/frontend/util.js tensorflow_model_analysis/addons/fairness/frontend/fairness-bounded-value-bar-chart/fairness-bounded-value-bar-chart_test.js tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-summary/demo/index.js tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/addons/fairness/frontend/fairness-metrics-board/demo/index.js tensorflow_model_analysis/addons/fairness/view/widget_view.py tensorflow_model_analysis/model_util.py tensorflow_model_analysis/addons/fairness/__init__.py tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/demo/eval_compare_demo_index.js tensorflow_model_analysis/addons/fairness/frontend/fairness-bounded-value-bar-chart/fairness-bounded-value-bar-chart-template.html.js tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-summary/fairness-metric-summary-template.html.js tensorflow_model_analysis/addons/fairness/frontend/fairness-privacy-container/fairness-privacy-container.js tensorflow_model_analysis/addons/fairness/frontend/fairness-metrics-table/fairness-metrics-table-template.html.js tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-summary/fairness-metric-summary_test.js tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators.py tensorflow_model_analysis/static/index.js tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-and-slice-selector/fairness-metric-and-slice-selector.js |
| 16. | 32111886+xinzha623@users.noreply.github.com | pfyang.github@gmail.com |
45 shared files
tensorflow_model_analysis/frontend/lib/cell-renderer.js g3doc/get_started.md tensorflow_model_analysis/contrib/model_eval_lib.py tensorflow_model_analysis/frontend/test/tfma-precision-recall-curve_test.html tensorflow_model_analysis/slicer/slice_accessor.py tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_estimator.py tensorflow_model_analysis/frontend/tfma-bounded-value/tfma-bounded-value.html tensorflow_model_analysis/BUILD examples/chicago_taxi/Dockerfile tensorflow_model_analysis/api/impl/evaluate_test.py README.md tensorflow_model_analysis/frontend/test/tfma-bounded-value_test.html tensorflow_model_analysis/frontend/tfma-bounded-value/tfma-bounded-value.js tensorflow_model_analysis/version.py RELEASE.md examples/chicago_taxi/README.md tensorflow_model_analysis/contrib/model_eval_lib_test.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/extractors/predict_extractor_test.py tensorflow_model_analysis/eval_saved_model/export.py tensorflow_model_analysis/frontend/lib/series-data_test.js tensorflow_model_analysis/api/impl/evaluate.py tensorflow_model_analysis/view/__init__.py tensorflow_model_analysis/frontend/tfma-bounded-value/demo/index.html tensorflow_model_analysis/frontend/tfma-plot/tfma-plot.js tensorflow_model_analysis/eval_saved_model/load.py tensorflow_model_analysis/frontend/lib/series-data.js third_party/polymer.bzl tensorflow_model_analysis/types.py tensorflow_model_analysis/extractors/predict_extractor.py tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/frontend/lib/cell-renderer_test.js tensorflow_model_analysis/frontend/test/tfma-metrics-table_test.html tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/slicer/slice_accessor_test.py setup.py tensorflow_model_analysis/eval_saved_model/post_export_metrics/post_export_metrics.py tensorflow_model_analysis/eval_saved_model/post_export_metrics/metric_keys.py tensorflow_model_analysis/eval_saved_model/post_export_metrics/post_export_metrics_test.py tensorflow_model_analysis/frontend/tfma-precision-recall-curve/tfma-precision-recall-curve.js tensorflow_model_analysis/api/impl/BUILD tensorflow_model_analysis/view/util.py tensorflow_model_analysis/frontend/test/tfma-plot_test.html tensorflow_model_analysis/eval_saved_model/post_export_metrics/BUILD |
| 17. | mdreves@google.com | pachristopher@google.com |
45 shared files
tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator_v2_test.py tensorflow_model_analysis/post_export_metrics/post_export_metrics_test.py tensorflow_model_analysis/slicer/slice_accessor.py tensorflow_model_analysis/extractors/legacy_predict_extractor.py tensorflow_model_analysis/slicer/auto_slicing_util_test.py tensorflow_model_analysis/writers/metrics_and_plots_serialization.py tensorflow_model_analysis/extractors/batched_input_extractor_test.py README.md tensorflow_model_analysis/extractors/unbatch_extractor_test.py tensorflow_model_analysis/extractors/batched_predict_extractor_v2_test.py tensorflow_model_analysis/model_util_test.py tensorflow_model_analysis/extractors/legacy_predict_extractor_test.py RELEASE.md tensorflow_model_analysis/extractors/auto_slice_key_extractor.py tensorflow_model_analysis/extractors/meta_feature_extractor_test.py tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/evaluators/jackknife.py tensorflow_model_analysis/metrics/tf_metric_wrapper_test.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/extractors/batched_predict_extractor_v2.py tensorflow_model_analysis/writers/metrics_and_plots_serialization_test.py tensorflow_model_analysis/addons/fairness/post_export_metrics/fairness_indicators_test.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/util_test.py tensorflow_model_analysis/model_agnostic_eval/model_agnostic_evaluate_graph_test.py tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/tfma_unit_test.py tensorflow_model_analysis/extractors/batched_input_extractor.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/api/tfma_unit.py tensorflow_model_analysis/model_util.py tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator_test.py tensorflow_model_analysis/extractors/auto_slice_key_extractor_test.py tensorflow_model_analysis/evaluators/eval_saved_model_util.py tensorflow_model_analysis/proto/metrics_for_slice.proto setup.py tensorflow_model_analysis/util.py tensorflow_model_analysis/extractors/unbatch_extractor.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/evaluators/legacy_aggregate.py tensorflow_model_analysis/metrics/tf_metric_wrapper.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py |
| 18. | mdreves@google.com | srjindal@google.com |
44 shared files
g3doc/get_started.md tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators_test.py tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator_v2_test.py tensorflow_model_analysis/addons/fairness/metrics/lift.py tensorflow_model_analysis/metrics/calibration_histogram.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator.py tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator_v2.py RELEASE.md tensorflow_model_analysis/evaluators/counter_util_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py tensorflow_model_analysis/config.py tensorflow_model_analysis/metrics/confusion_matrix_plot.py tensorflow_model_analysis/metrics/binary_confusion_matrices.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/addons/fairness/post_export_metrics/fairness_indicators_test.py tensorflow_model_analysis/post_export_metrics/metric_keys.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/config_test.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate_test.py tensorflow_model_analysis/evaluators/counter_util.py tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/static/vulcanized_tfma.js tensorflow_model_analysis/addons/fairness/metrics/lift_test.py tensorflow_model_analysis/constants.py tensorflow_model_analysis/addons/fairness/view/widget_view_test.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/writers/__init__.py tensorflow_model_analysis/metrics/binary_confusion_matrices_test.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count_test.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/metrics/__init__.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py tensorflow_model_analysis/view/util.py tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot_test.py tensorflow_model_analysis/metrics/metric_types.py |
| 19. | 32111886+xinzha623@users.noreply.github.com | xinzha@google.com |
41 shared files
examples/chicago_taxi/process_tfma_local.sh examples/chicago_taxi/chicago_taxi_client.py tensorflow_model_analysis/notebook/jupyter/js/lib/widget.js examples/chicago_taxi/classify_mlengine.sh examples/chicago_taxi/Dockerfile examples/chicago_taxi/classify_local.sh examples/chicago_taxi/train_local.sh examples/chicago_taxi/trainer/model.py examples/chicago_taxi/setup.py README.md examples/chicago_taxi/test.json tensorflow_model_analysis/frontend/tfma-multi-class-confusion-matrix/tfma-multi-class-confusion-matrix.html RELEASE.md examples/chicago_taxi/README.md tensorflow_model_analysis/eval_saved_model/export.py examples/chicago_taxi/trainer/taxi.py tensorflow_model_analysis/frontend/tfma-multi-class-confusion-matrix/demo/index.html tensorflow_model_analysis/static/index.js.map examples/chicago_taxi/data/eval/data.csv tensorflow_model_analysis/__init__.py examples/chicago_taxi/chicago_taxi_tfma.ipynb tensorflow_model_analysis/frontend/test/tfma-multi-class-confusion-matrix_test.html g3doc/images/tfma-slicing-metrics-browser.png tensorflow_model_analysis/frontend/tfma-multi-class-confusion-matrix/tfma-multi-class-confusion-matrix.js examples/chicago_taxi/train_mlengine.sh examples/chicago_taxi/preprocess_local.sh examples/chicago_taxi/start_model_server_cloud.sh examples/chicago_taxi/requirements.txt tensorflow_model_analysis/frontend/tfma-multi-class-confusion-matrix/demo/index.js examples/chicago_taxi/process_tfma.py examples/chicago_taxi/preprocess.py examples/chicago_taxi/chicago_taxi_tfma_local_playground.ipynb examples/chicago_taxi/trainer/task.py setup.py examples/chicago_taxi/preprocess_dataflow.sh examples/chicago_taxi/data/train/data.csv g3doc/getting_started.md tensorflow_model_analysis/static/index.js examples/chicago_taxi/start_model_server_local.sh examples/chicago_taxi/process_tfma_dataflow.sh examples/chicago_taxi/trainer/__init__.py |
| 20. | tensorflow-extended-team@google.com | pachristopher@google.com |
41 shared files
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| 21. | tensorflow-extended-team@google.com | xinzha@google.com |
34 shared files
examples/chicago_taxi/process_tfma_local.sh examples/chicago_taxi/chicago_taxi_client.py tensorflow_model_analysis/notebook/jupyter/js/lib/widget.js examples/chicago_taxi/classify_mlengine.sh examples/chicago_taxi/Dockerfile examples/chicago_taxi/classify_local.sh examples/chicago_taxi/train_local.sh examples/chicago_taxi/trainer/model.py examples/chicago_taxi/setup.py README.md tensorflow_model_analysis/frontend/tfma-multi-class-confusion-matrix/tfma-multi-class-confusion-matrix.html RELEASE.md examples/chicago_taxi/README.md tensorflow_model_analysis/eval_saved_model/export.py examples/chicago_taxi/trainer/taxi.py tensorflow_model_analysis/frontend/tfma-multi-class-confusion-matrix/demo/index.html tensorflow_model_analysis/static/index.js.map tensorflow_model_analysis/__init__.py examples/chicago_taxi/chicago_taxi_tfma.ipynb tensorflow_model_analysis/frontend/test/tfma-multi-class-confusion-matrix_test.html tensorflow_model_analysis/frontend/tfma-multi-class-confusion-matrix/tfma-multi-class-confusion-matrix.js examples/chicago_taxi/train_mlengine.sh examples/chicago_taxi/preprocess_local.sh tensorflow_model_analysis/frontend/tfma-multi-class-confusion-matrix/demo/index.js examples/chicago_taxi/process_tfma.py examples/chicago_taxi/preprocess.py examples/chicago_taxi/chicago_taxi_tfma_local_playground.ipynb examples/chicago_taxi/trainer/task.py setup.py examples/chicago_taxi/preprocess_dataflow.sh g3doc/getting_started.md tensorflow_model_analysis/static/index.js examples/chicago_taxi/start_model_server_local.sh examples/chicago_taxi/process_tfma_dataflow.sh |
| 22. | mdreves@google.com | pfyang.github@gmail.com |
33 shared files
g3doc/get_started.md tensorflow_model_analysis/contrib/model_eval_lib.py tensorflow_model_analysis/slicer/slice_accessor.py tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_estimator.py tensorflow_model_analysis/extractors/feature_extractor.py README.md tensorflow_model_analysis/eval_saved_model/dofn.py tensorflow_model_analysis/version.py RELEASE.md tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/extractors/predict_extractor_test.py g3doc/api_docs/python/tfma/run_model_analysis.md tensorflow_model_analysis/eval_saved_model/export.py tensorflow_model_analysis/view/__init__.py tensorflow_model_analysis/eval_saved_model/load.py tensorflow_model_analysis/extractors/feature_extractor_test.py tensorflow_model_analysis/extractors/__init__.py tensorflow_model_analysis/types.py tensorflow_model_analysis/extractors/predict_extractor.py g3doc/api_docs/python/index.md tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/model_eval_lib.py g3doc/api_docs/python/tfma/post_export_metrics.md g3doc/api_docs/python/tfma/version.md tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/slicer/slice_accessor_test.py setup.py g3doc/api_docs/python/_toc.yaml g3doc/api_docs/python/tfma.md g3doc/_toc.yaml tensorflow_model_analysis/proto/BUILD tensorflow_model_analysis/view/util.py tensorflow_model_analysis/view/widget_view.py |
| 23. | 919016+mdreves@users.noreply.github.com | pfyang.github@gmail.com |
32 shared files
tensorflow_model_analysis/frontend/lib/cell-renderer.js g3doc/get_started.md tensorflow_model_analysis/contrib/model_eval_lib.py tensorflow_model_analysis/slicer/slice_accessor.py tensorflow_model_analysis/eval_saved_model/example_trainers/fixed_prediction_estimator.py tensorflow_model_analysis/extractors/feature_extractor.py g3doc/index.md tensorflow_model_analysis/api/impl/evaluate_test.py README.md tensorflow_model_analysis/eval_saved_model/dofn.py tensorflow_model_analysis/version.py RELEASE.md tensorflow_model_analysis/contrib/model_eval_lib_test.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/extractors/predict_extractor_test.py tensorflow_model_analysis/eval_saved_model/export.py tensorflow_model_analysis/frontend/lib/series-data_test.js tensorflow_model_analysis/api/impl/evaluate.py tensorflow_model_analysis/eval_saved_model/load.py tensorflow_model_analysis/frontend/lib/series-data.js tensorflow_model_analysis/extractors/feature_extractor_test.py tensorflow_model_analysis/types.py tensorflow_model_analysis/extractors/predict_extractor.py tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/frontend/lib/cell-renderer_test.js tensorflow_model_analysis/frontend/test/tfma-metrics-table_test.html tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/slicer/slice_accessor_test.py setup.py tensorflow_model_analysis/view/util.py tensorflow_model_analysis/view/widget_view.py |
| 24. | 1147435+chuanyu@users.noreply.github.com | pfyang.github@gmail.com |
31 shared files
tensorflow_model_analysis/frontend/lib/cell-renderer.js g3doc/get_started.md tensorflow_model_analysis/contrib/model_eval_lib.py tensorflow_model_analysis/extractors/feature_extractor.py README.md tensorflow_model_analysis/frontend/test/tfma-bounded-value_test.html tensorflow_model_analysis/eval_saved_model/dofn.py tensorflow_model_analysis/version.py RELEASE.md tensorflow_model_analysis/contrib/model_eval_lib_test.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/extractors/predict_extractor_test.py g3doc/api_docs/python/tfma/run_model_analysis.md tensorflow_model_analysis/eval_saved_model/export.py tensorflow_model_analysis/eval_saved_model/load.py tensorflow_model_analysis/frontend/lib/series-data.js tensorflow_model_analysis/extractors/feature_extractor_test.py tensorflow_model_analysis/extractors/__init__.py tensorflow_model_analysis/types.py tensorflow_model_analysis/extractors/predict_extractor.py g3doc/api_docs/python/index.md tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/frontend/lib/cell-renderer_test.js tensorflow_model_analysis/proto/metrics_for_slice.proto g3doc/api_docs/python/tfma/SingleSliceSpec.md tensorflow_model_analysis/notebook/colab/renderer.py setup.py tensorflow_model_analysis/frontend/tfma-precision-recall-curve/tfma-precision-recall-curve.js tensorflow_model_analysis/view/util.py tensorflow_model_analysis/view/widget_view.py |
| 25. | huanmingf@google.com | srjindal@google.com |
29 shared files
tensorflow_model_analysis/addons/fairness/frontend/fairness-metrics-board/fairness-metrics-board.js tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators_test.py tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-and-slice-selector/fairness-metric-and-slice-selector-template.html.js tensorflow_model_analysis/addons/fairness/frontend/util_test.js tensorflow_model_analysis/addons/fairness/metrics/__init__.py tensorflow_model_analysis/addons/fairness/frontend/fairness-metrics-board/fairness-metrics-board_test.js tensorflow_model_analysis/addons/fairness/frontend/fairness-tensorboard-container/fairness-tensorboard-container-template.html tensorflow_model_analysis/addons/fairness/frontend/fairness-metrics-table/fairness-metrics-table.js RELEASE.md tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/demo/single_eval_demo_index.js tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/fairness-nb-container-template.html.js tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/fairness-nb-container.js tensorflow_model_analysis/addons/fairness/frontend/fairness-bounded-value-bar-chart/fairness-bounded-value-bar-chart.js tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-summary/fairness-metric-summary.js tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/demo/eval_compare_demo_index.html tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/fairness-nb-container_test.js tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-and-slice-selector/fairness-metric-and-slice-selector_test.js tensorflow_model_analysis/static/vulcanized_tfma.js tensorflow_model_analysis/addons/fairness/frontend/util.js tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/addons/fairness/view/widget_view.py tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/demo/eval_compare_demo_index.js tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-summary/fairness-metric-summary-template.html.js tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-summary/fairness-metric-summary_test.js tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators.py tensorflow_model_analysis/addons/fairness/frontend/fairness-privacy-container/fairness-privacy-container-template.html.js tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-and-slice-selector/fairness-metric-and-slice-selector.js |
| 26. | srjindal@google.com | embr@google.com |
28 shared files
tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator_v2_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator_v2.py RELEASE.md tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py tensorflow_model_analysis/config.py tensorflow_model_analysis/metrics/confusion_matrix_plot.py tensorflow_model_analysis/metrics/binary_confusion_matrices.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/static/vulcanized_tfma.js tensorflow_model_analysis/evaluators/jackknife_test.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/addons/fairness/view/widget_view.py tensorflow_model_analysis/metrics/binary_confusion_matrices_test.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/metrics/__init__.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py tensorflow_model_analysis/view/util.py tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/metrics/metric_types.py |
| 27. | pfyang.github@gmail.com | pfyspam@gmail.com |
27 shared files
g3doc/get_started.md g3doc/api_docs/python/tfma/view.md g3doc/api_docs/python/tfma/multiple_data_analysis.md g3doc/api_docs/python/tfma/EvaluateAndWriteResults.md g3doc/index.md g3doc/api_docs/python/tfma/exporter.md g3doc/api_docs/python/tfma/load_eval_result.md g3doc/api_docs/python/tfma/run_model_analysis.md g3doc/api_docs/python/tfma/export/make_export_strategy.md g3doc/api_docs/python/tfma/load_eval_results.md g3doc/api_docs/python/tfma/multiple_model_analysis.md g3doc/api_docs/python/tfma/export.md g3doc/api_docs/python/index.md g3doc/api_docs/python/tfma/view/render_slicing_metrics.md g3doc/api_docs/python/tfma/view/render_plot.md g3doc/api_docs/python/tfma/exporter/LatestExporter.md g3doc/api_docs/python/tfma/post_export_metrics.md g3doc/api_docs/python/tfma/version.md g3doc/api_docs/python/tfma/export/build_parsing_eval_input_receiver_fn.md g3doc/api_docs/python/tfma/SingleSliceSpec.md g3doc/api_docs/python/tfma/exporter/FinalExporter.md g3doc/api_docs/python/_toc.yaml g3doc/api_docs/python/tfma.md g3doc/api_docs/python/tfma/make_eval_results.md g3doc/_toc.yaml g3doc/api_docs/python/tfma/constants.md g3doc/api_docs/python/tfma/view/render_time_series.md |
| 28. | tensorflow-extended-team@google.com | pfyspam@gmail.com |
25 shared files
g3doc/get_started.md g3doc/api_docs/python/tfma/view.md g3doc/api_docs/python/tfma/multiple_data_analysis.md g3doc/index.md g3doc/api_docs/python/tfma/exporter.md g3doc/api_docs/python/tfma/load_eval_result.md g3doc/api_docs/python/tfma/run_model_analysis.md g3doc/api_docs/python/tfma/load_eval_results.md g3doc/api_docs/python/tfma/multiple_model_analysis.md g3doc/api_docs/python/tfma/export.md g3doc/api_docs/python/index.md g3doc/api_docs/python/tfma/view/render_slicing_metrics.md g3doc/api_docs/python/tfma/view/render_plot.md g3doc/api_docs/python/tfma/exporter/LatestExporter.md g3doc/api_docs/python/tfma/post_export_metrics.md g3doc/api_docs/python/tfma/version.md g3doc/api_docs/python/tfma/export/build_parsing_eval_input_receiver_fn.md g3doc/api_docs/python/tfma/SingleSliceSpec.md g3doc/api_docs/python/tfma/exporter/FinalExporter.md g3doc/api_docs/python/_toc.yaml g3doc/api_docs/python/tfma.md g3doc/api_docs/python/tfma/make_eval_results.md g3doc/_toc.yaml g3doc/api_docs/python/tfma/constants.md g3doc/api_docs/python/tfma/view/render_time_series.md |
| 29. | pachristopher@google.com | embr@google.com |
25 shared files
tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator_v2_test.py tensorflow_model_analysis/writers/metrics_and_plots_serialization.py tensorflow_model_analysis/extractors/unbatch_extractor_test.py tensorflow_model_analysis/model_util_test.py RELEASE.md tensorflow_model_analysis/slicer/auto_slicing_util.py tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/evaluators/jackknife.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/extractors/batched_predict_extractor_v2.py tensorflow_model_analysis/writers/metrics_and_plots_serialization_test.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/util_test.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/model_util.py tensorflow_model_analysis/evaluators/eval_saved_model_util.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/util.py tensorflow_model_analysis/extractors/unbatch_extractor.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/metrics/tf_metric_wrapper.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py |
| 30. | mdreves@google.com | huanmingf@google.com |
19 shared files
tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators_test.py tensorflow_model_analysis/notebook/jupyter/js/lib/widget.js tensorflow_model_analysis/extractors/sql_slice_key_extractor.py tensorflow_model_analysis/extractors/sql_slice_key_extractor_test.py RELEASE.md tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/static/index.js.map tensorflow_model_analysis/__init__.py tensorflow_model_analysis/addons/fairness/notebook/colab/renderer.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/static/vulcanized_tfma.js tensorflow_model_analysis/addons/fairness/notebook/jupyter/widget.py tensorflow_model_analysis/extractors/input_extractor.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/model_util.py tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators.py tensorflow_model_analysis/static/index.js |
| 31. | pachristopher@google.com | 1147435+chuanyu@users.noreply.github.com |
18 shared files
tensorflow_model_analysis/post_export_metrics/post_export_metrics_test.py README.md RELEASE.md tensorflow_model_analysis/extractors/meta_feature_extractor_test.py tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/util_test.py tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/tfma_unit_test.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/api/tfma_unit.py tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator_test.py tensorflow_model_analysis/proto/metrics_for_slice.proto setup.py tensorflow_model_analysis/util.py |
| 32. | pachristopher@google.com | 919016+mdreves@users.noreply.github.com |
18 shared files
tensorflow_model_analysis/post_export_metrics/post_export_metrics_test.py tensorflow_model_analysis/slicer/slice_accessor.py README.md RELEASE.md tensorflow_model_analysis/extractors/meta_feature_extractor_test.py tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/util_test.py tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/tfma_unit_test.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/api/tfma_unit.py tensorflow_model_analysis/proto/metrics_for_slice.proto setup.py tensorflow_model_analysis/util.py |
| 33. | embr@google.com | 1147435+chuanyu@users.noreply.github.com |
18 shared files
RELEASE.md tensorflow_model_analysis/evaluators/aggregate.py tensorflow_model_analysis/contrib/model_eval_lib_test.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/eval_saved_model/testutil.py tensorflow_model_analysis/post_export_metrics/post_export_metrics.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/util_test.py tensorflow_model_analysis/types.py tensorflow_model_analysis/eval_metrics_graph/eval_metrics_graph.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/util.py tensorflow_model_analysis/view/util.py |
| 34. | embr@google.com | 919016+mdreves@users.noreply.github.com |
17 shared files
RELEASE.md tensorflow_model_analysis/contrib/model_eval_lib_test.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/eval_saved_model/testutil.py tensorflow_model_analysis/post_export_metrics/post_export_metrics.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/util_test.py tensorflow_model_analysis/types_compat.py tensorflow_model_analysis/types.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/util.py tensorflow_model_analysis/view/util.py |
| 35. | 1147435+chuanyu@users.noreply.github.com | xinzha@google.com |
16 shared files
examples/chicago_taxi/chicago_taxi_client.py examples/chicago_taxi/trainer/model.py examples/chicago_taxi/setup.py README.md RELEASE.md tensorflow_model_analysis/eval_saved_model/export.py examples/chicago_taxi/trainer/taxi.py tensorflow_model_analysis/__init__.py examples/chicago_taxi/chicago_taxi_tfma.ipynb examples/chicago_taxi/preprocess_local.sh examples/chicago_taxi/process_tfma.py examples/chicago_taxi/preprocess.py examples/chicago_taxi/chicago_taxi_tfma_local_playground.ipynb examples/chicago_taxi/trainer/task.py setup.py g3doc/getting_started.md |
| 36. | zhuo@google.com | mdreves@google.com |
14 shared files
g3doc/install.md README.md tensorflow_model_analysis/extractors/features_extractor.py RELEASE.md tensorflow_model_analysis/config.py tensorflow_model_analysis/metrics/tf_metric_wrapper_test.py tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/model_agnostic_eval/model_agnostic_extractor.py tensorflow_model_analysis/types.py tensorflow_model_analysis/extractors/input_extractor.py tensorflow_model_analysis/model_util.py tensorflow_model_analysis/extractors/features_extractor_test.py setup.py tensorflow_model_analysis/metrics/tf_metric_wrapper.py |
| 37. | embr@google.com | 32111886+xinzha623@users.noreply.github.com |
14 shared files
RELEASE.md tensorflow_model_analysis/contrib/model_eval_lib_test.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/eval_saved_model/testutil.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/frontend/lib/constants.js tensorflow_model_analysis/types_compat.py tensorflow_model_analysis/types.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/util.py tensorflow_model_analysis/view/util.py |
| 38. | tensorflow-extended-team@google.com | zhuo@google.com |
13 shared files
g3doc/install.md README.md tensorflow_model_analysis/extractors/features_extractor.py RELEASE.md tensorflow_model_analysis/config.py tensorflow_model_analysis/metrics/tf_metric_wrapper_test.py tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/model_agnostic_eval/model_agnostic_extractor.py tensorflow_model_analysis/types.py tensorflow_model_analysis/model_util.py tensorflow_model_analysis/extractors/features_extractor_test.py setup.py tensorflow_model_analysis/metrics/tf_metric_wrapper.py |
| 39. | 919016+mdreves@users.noreply.github.com | xinzha@google.com |
13 shared files
examples/chicago_taxi/chicago_taxi_client.py examples/chicago_taxi/setup.py README.md tensorflow_model_analysis/frontend/tfma-multi-class-confusion-matrix/tfma-multi-class-confusion-matrix.html RELEASE.md tensorflow_model_analysis/eval_saved_model/export.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/frontend/test/tfma-multi-class-confusion-matrix_test.html tensorflow_model_analysis/frontend/tfma-multi-class-confusion-matrix/tfma-multi-class-confusion-matrix.js examples/chicago_taxi/train_mlengine.sh examples/chicago_taxi/process_tfma.py examples/chicago_taxi/chicago_taxi_tfma_local_playground.ipynb setup.py |
| 40. | pachristopher@google.com | 32111886+xinzha623@users.noreply.github.com |
13 shared files
tensorflow_model_analysis/slicer/slice_accessor.py README.md RELEASE.md tensorflow_model_analysis/__init__.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/tfma_unit_test.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/api/tfma_unit.py tensorflow_model_analysis/proto/metrics_for_slice.proto setup.py tensorflow_model_analysis/util.py |
| 41. | srjindal@google.com | 1147435+chuanyu@users.noreply.github.com |
11 shared files
g3doc/get_started.md tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator.py RELEASE.md tensorflow_model_analysis/post_export_metrics/metric_keys.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/writers/__init__.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/view/util.py |
| 42. | srjindal@google.com | pachristopher@google.com |
11 shared files
tensorflow_model_analysis/evaluators/metrics_and_plots_evaluator_v2_test.py RELEASE.md tensorflow_model_analysis/addons/fairness/post_export_metrics/fairness_indicators_test.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py |
| 43. | embr@google.com | huanmingf@google.com |
11 shared files
RELEASE.md tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/static/vulcanized_tfma.js tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/addons/fairness/view/widget_view.py tensorflow_model_analysis/model_util.py tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators.py |
| 44. | mdreves@google.com | xinzha@google.com |
10 shared files
tensorflow_model_analysis/notebook/jupyter/js/lib/widget.js examples/chicago_taxi/setup.py README.md RELEASE.md tensorflow_model_analysis/eval_saved_model/export.py tensorflow_model_analysis/static/index.js.map tensorflow_model_analysis/__init__.py examples/chicago_taxi/train_mlengine.sh setup.py tensorflow_model_analysis/static/index.js |
| 45. | tensorflow-extended-team@google.com | solma@google.com |
9 shared files
g3doc/get_started.md g3doc/index.md README.md RELEASE.md tensorflow_model_analysis/eval_saved_model/example_trainers/util.py tensorflow_model_analysis/api/model_eval_lib.py setup.py tensorflow_model_analysis/frontend/tfma-matrix/demo/index.js g3doc/_toc.yaml |
| 46. | srjindal@google.com | 919016+mdreves@users.noreply.github.com |
9 shared files
g3doc/get_started.md RELEASE.md tensorflow_model_analysis/post_export_metrics/metric_keys.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/view/util.py |
| 47. | srjindal@google.com | 32111886+xinzha623@users.noreply.github.com |
9 shared files
g3doc/get_started.md RELEASE.md tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/slicer/slicer_test.py LICENSE tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/view/util.py |
| 48. | mdreves@google.com | pfyspam@gmail.com |
8 shared files
g3doc/get_started.md g3doc/api_docs/python/tfma/run_model_analysis.md g3doc/api_docs/python/index.md g3doc/api_docs/python/tfma/post_export_metrics.md g3doc/api_docs/python/tfma/version.md g3doc/api_docs/python/_toc.yaml g3doc/api_docs/python/tfma.md g3doc/_toc.yaml |
| 49. | solma@google.com | 919016+mdreves@users.noreply.github.com |
8 shared files
g3doc/get_started.md g3doc/index.md README.md RELEASE.md tensorflow_model_analysis/eval_saved_model/example_trainers/util.py tensorflow_model_analysis/api/model_eval_lib.py setup.py tensorflow_model_analysis/frontend/tfma-matrix/demo/index.js |
| 50. | tensorflow-extended-team@google.com | dhruvesht@google.com |
8 shared files
g3doc/install.md README.md tensorflow_model_analysis/notebook/jupyter/js/package.json tensorflow_model_analysis/version.py RELEASE.md WORKSPACE setup.py tensorflow_model_analysis/static/index.js |
| 51. | mdreves@google.com | solma@google.com |
7 shared files
g3doc/get_started.md README.md RELEASE.md tensorflow_model_analysis/eval_saved_model/example_trainers/util.py tensorflow_model_analysis/api/model_eval_lib.py setup.py g3doc/_toc.yaml |
| 52. | solma@google.com | pfyang.github@gmail.com |
7 shared files
g3doc/get_started.md g3doc/index.md README.md RELEASE.md tensorflow_model_analysis/api/model_eval_lib.py setup.py g3doc/_toc.yaml |
| 53. | dhruvesht@google.com | mdreves@google.com |
7 shared files
g3doc/install.md README.md tensorflow_model_analysis/notebook/jupyter/js/package.json tensorflow_model_analysis/version.py RELEASE.md setup.py tensorflow_model_analysis/static/index.js |
| 54. | huanmingf@google.com | 32111886+xinzha623@users.noreply.github.com |
7 shared files
tensorflow_model_analysis/notebook/jupyter/js/lib/widget.js RELEASE.md tensorflow_model_analysis/static/index.js.map tensorflow_model_analysis/__init__.py tensorflow_model_analysis/frontend/lib/d3-externs.js tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/static/index.js |
| 55. | pachristopher@google.com | pfyang.github@gmail.com |
7 shared files
tensorflow_model_analysis/slicer/slice_accessor.py README.md RELEASE.md tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/proto/metrics_for_slice.proto setup.py |
| 56. | dhruvesht@google.com | 32111886+xinzha623@users.noreply.github.com |
7 shared files
README.md tensorflow_model_analysis/notebook/jupyter/js/package.json tensorflow_model_analysis/version.py RELEASE.md WORKSPACE setup.py tensorflow_model_analysis/static/index.js |
| 57. | embr@google.com | pfyang.github@gmail.com |
7 shared files
RELEASE.md tensorflow_model_analysis/contrib/model_eval_lib_test.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/types.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/view/util.py |
| 58. | huanmingf@google.com | pachristopher@google.com |
7 shared files
RELEASE.md tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/model_util.py |
| 59. | srjindal@google.com | pfyang.github@gmail.com |
6 shared files
g3doc/get_started.md RELEASE.md tensorflow_model_analysis/constants.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/view/util.py |
| 60. | solma@google.com | 1147435+chuanyu@users.noreply.github.com |
6 shared files
g3doc/get_started.md README.md RELEASE.md tensorflow_model_analysis/eval_saved_model/example_trainers/util.py tensorflow_model_analysis/api/model_eval_lib.py setup.py |
| 61. | solma@google.com | 32111886+xinzha623@users.noreply.github.com |
6 shared files
g3doc/get_started.md README.md RELEASE.md tensorflow_model_analysis/eval_saved_model/example_trainers/util.py tensorflow_model_analysis/api/model_eval_lib.py setup.py |
| 62. | pfyang.github@gmail.com | xinzha@google.com |
6 shared files
examples/chicago_taxi/Dockerfile README.md RELEASE.md examples/chicago_taxi/README.md tensorflow_model_analysis/eval_saved_model/export.py setup.py |
| 63. | zhuo@google.com | pachristopher@google.com |
6 shared files
README.md RELEASE.md tensorflow_model_analysis/metrics/tf_metric_wrapper_test.py tensorflow_model_analysis/model_util.py setup.py tensorflow_model_analysis/metrics/tf_metric_wrapper.py |
| 64. | embr@google.com | zhuo@google.com |
6 shared files
RELEASE.md tensorflow_model_analysis/config.py tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/types.py tensorflow_model_analysis/model_util.py tensorflow_model_analysis/metrics/tf_metric_wrapper.py |
| 65. | mdreves@google.com | robertcrowe@google.com |
5 shared files
g3doc/get_started.md g3doc/install.md README.md RELEASE.md g3doc/_toc.yaml |
| 66. | tensorflow-extended-team@google.com | robertcrowe@google.com |
5 shared files
g3doc/get_started.md g3doc/install.md README.md RELEASE.md g3doc/_toc.yaml |
| 67. | huanmingf@google.com | xinzha@google.com |
5 shared files
tensorflow_model_analysis/notebook/jupyter/js/lib/widget.js RELEASE.md tensorflow_model_analysis/static/index.js.map tensorflow_model_analysis/__init__.py tensorflow_model_analysis/static/index.js |
| 68. | tensorflow-extended-team@google.com | jiyongjung@google.com |
5 shared files
RELEASE.md WORKSPACE tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/model_util.py setup.py |
| 69. | huanmingf@google.com | 1147435+chuanyu@users.noreply.github.com |
5 shared files
RELEASE.md tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/api/model_eval_lib.py |
| 70. | huanmingf@google.com | 919016+mdreves@users.noreply.github.com |
5 shared files
RELEASE.md tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py tensorflow_model_analysis/api/model_eval_lib.py |
| 71. | robertcrowe@google.com | solma@google.com |
4 shared files
g3doc/get_started.md README.md RELEASE.md g3doc/_toc.yaml |
| 72. | robertcrowe@google.com | pfyang.github@gmail.com |
4 shared files
g3doc/get_started.md README.md RELEASE.md g3doc/_toc.yaml |
| 73. | 1147435+chuanyu@users.noreply.github.com | pfyspam@gmail.com |
4 shared files
g3doc/get_started.md g3doc/api_docs/python/tfma/run_model_analysis.md g3doc/api_docs/python/index.md g3doc/api_docs/python/tfma/SingleSliceSpec.md |
| 74. | dhruvesht@google.com | zhuo@google.com |
4 shared files
g3doc/install.md README.md RELEASE.md setup.py |
| 75. | dhruvesht@google.com | 1147435+chuanyu@users.noreply.github.com |
4 shared files
README.md tensorflow_model_analysis/version.py RELEASE.md setup.py |
| 76. | dhruvesht@google.com | 919016+mdreves@users.noreply.github.com |
4 shared files
README.md tensorflow_model_analysis/version.py RELEASE.md setup.py |
| 77. | dhruvesht@google.com | pfyang.github@gmail.com |
4 shared files
README.md tensorflow_model_analysis/version.py RELEASE.md setup.py |
| 78. | dhruvesht@google.com | xinzha@google.com |
4 shared files
README.md RELEASE.md setup.py tensorflow_model_analysis/static/index.js |
| 79. | zhuo@google.com | 1147435+chuanyu@users.noreply.github.com |
4 shared files
README.md RELEASE.md tensorflow_model_analysis/types.py setup.py |
| 80. | zhuo@google.com | 919016+mdreves@users.noreply.github.com |
4 shared files
README.md RELEASE.md tensorflow_model_analysis/types.py setup.py |
| 81. | zhuo@google.com | 32111886+xinzha623@users.noreply.github.com |
4 shared files
README.md RELEASE.md tensorflow_model_analysis/types.py setup.py |
| 82. | zhuo@google.com | pfyang.github@gmail.com |
4 shared files
README.md RELEASE.md tensorflow_model_analysis/types.py setup.py |
| 83. | pachristopher@google.com | solma@google.com |
4 shared files
README.md RELEASE.md tensorflow_model_analysis/api/model_eval_lib.py setup.py |
| 84. | pachristopher@google.com | xinzha@google.com |
4 shared files
README.md RELEASE.md tensorflow_model_analysis/__init__.py setup.py |
| 85. | mdreves@google.com | jiyongjung@google.com |
4 shared files
RELEASE.md tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/model_util.py setup.py |
| 86. | jiyongjung@google.com | pachristopher@google.com |
4 shared files
RELEASE.md tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/model_util.py setup.py |
| 87. | jiyongjung@google.com | 32111886+xinzha623@users.noreply.github.com |
4 shared files
RELEASE.md WORKSPACE tensorflow_model_analysis/api/model_eval_lib.py setup.py |
| 88. | huanmingf@google.com | zhuo@google.com |
4 shared files
RELEASE.md tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/extractors/input_extractor.py tensorflow_model_analysis/model_util.py |
| 89. | srjindal@google.com | solma@google.com |
3 shared files
g3doc/get_started.md RELEASE.md tensorflow_model_analysis/api/model_eval_lib.py |
| 90. | robertcrowe@google.com | 1147435+chuanyu@users.noreply.github.com |
3 shared files
g3doc/get_started.md README.md RELEASE.md |
| 91. | robertcrowe@google.com | 919016+mdreves@users.noreply.github.com |
3 shared files
g3doc/get_started.md README.md RELEASE.md |
| 92. | robertcrowe@google.com | 32111886+xinzha623@users.noreply.github.com |
3 shared files
g3doc/get_started.md README.md RELEASE.md |
| 93. | solma@google.com | pfyspam@gmail.com |
3 shared files
g3doc/get_started.md g3doc/index.md g3doc/_toc.yaml |
| 94. | dhruvesht@google.com | robertcrowe@google.com |
3 shared files
g3doc/install.md README.md RELEASE.md |
| 95. | zhuo@google.com | robertcrowe@google.com |
3 shared files
g3doc/install.md README.md RELEASE.md |
| 96. | tensorflow-extended-team@google.com | terrytangyuan@gmail.com |
3 shared files
examples/chicago_taxi/setup.py examples/chicago_taxi/preprocess_local.sh examples/chicago_taxi/preprocess.py |
| 97. | 1147435+chuanyu@users.noreply.github.com | terrytangyuan@gmail.com |
3 shared files
examples/chicago_taxi/setup.py examples/chicago_taxi/preprocess_local.sh examples/chicago_taxi/preprocess.py |
| 98. | terrytangyuan@gmail.com | 32111886+xinzha623@users.noreply.github.com |
3 shared files
examples/chicago_taxi/setup.py examples/chicago_taxi/preprocess_local.sh examples/chicago_taxi/preprocess.py |
| 99. | terrytangyuan@gmail.com | xinzha@google.com |
3 shared files
examples/chicago_taxi/setup.py examples/chicago_taxi/preprocess_local.sh examples/chicago_taxi/preprocess.py |
| 100. | dhruvesht@google.com | pachristopher@google.com |
3 shared files
README.md RELEASE.md setup.py |
| Contributor | # connections | # commits | |
|---|---|---|---|
| 1. | tensorflow-extended-team@google.com | 40 | 450 |
| 2. | mdreves@google.com | 39 | 307 |
| 3. | 1147435+chuanyu@users.noreply.github.com | 29 | 9 |
| 4. | 32111886+xinzha623@users.noreply.github.com | 29 | 9 |
| 5. | 919016+mdreves@users.noreply.github.com | 27 | 1 |
| 6. | pfyang.github@gmail.com | 25 | 3 |
| 7. | srjindal@google.com | 23 | 45 |
| 8. | xinzha@google.com | 22 | 1 |
| 9. | embr@google.com | 21 | 52 |
| 10. | solma@google.com | 21 | 3 |
| 11. | robertcrowe@google.com | 20 | 4 |
| 12. | dhruvesht@google.com | 19 | 56 |
| 13. | huanmingf@google.com | 19 | 42 |
| 14. | zhuo@google.com | 19 | 15 |
| 15. | pachristopher@google.com | 18 | 44 |
| 16. | jiyongjung@google.com | 18 | 6 |
| 17. | sokeefe@google.com | 16 | 1 |
| 18. | kathywu@google.com | 14 | 2 |
| 19. | pfyspam@gmail.com | 13 | 1 |
| 20. | jjong@google.com | 12 | 2 |
| 21. | benjamintanweihao@gmail.com | 11 | 2 |
| 22. | shunyaueta01@gmail.com | 11 | 2 |
| 23. | 39436053+pechyonkin@users.noreply.github.com | 11 | 1 |
| 24. | jindalshivam09@gmail.com | 10 | 2 |
| 25. | blamb@google.com | 8 | 3 |
| 26. | cais@google.com | 7 | 1 |
| 27. | terrytangyuan@gmail.com | 6 | 5 |
| 28. | wchargin@google.com | 6 | 1 |
| 29. | tanzheny@google.com | 6 | 1 |
| 30. | s.lebedev@criteo.com | 6 | 1 |
| 31. | markdaoust@google.com | 5 | 4 |
| 32. | robertwb@gmail.com | 5 | 1 |
| 33. | anhtnguyen@google.com | 4 | 5 |
| 34. | jaesung@google.com | 4 | 2 |
| 35. | chaomei@google.com | 4 | 1 |
| 36. | karimnosseir@google.com | 4 | 1 |
| 37. | dmarn@google.com | 3 | 1 |
| 38. | yashkatariya@google.com | 3 | 1 |
| 39. | pauline.nicolas1@gmail.com | 3 | 1 |
| 40. | adamwood@google.com | 3 | 1 |
| 41. | rohanj@google.com | 2 | 1 |
C-median: 11.0
A half of the contributors has more than 11.0 connections, and a half has less than this number.
C-mean: 13.8
An average number of connections a contributor has with other contributors.
C-index: 16.0
There are 16.0 contributors with 16.0 or more connections.
4 contributors (15 commits):
| # | Contributor |
First Commit |
Latest Commit |
Commits Count |
File Updates (per extension) |
|---|---|---|---|---|---|
| 1. | tensorflow-extended-team@google.com | 2018-03-23 | 2022-02-02 | 10 (66%) | py (13), md (7), js (2), json (1) |
| 2. | embr@google.com | 2020-03-20 | 2022-01-28 | 3 (20%) | py (5), md (1) |
| 3. | mdreves@google.com | 2019-02-02 | 2022-01-10 | 1 (6%) | py (1), md (1) |
| 4. | dmarn@google.com | 2022-01-14 | 2022-01-14 | 1 (6%) | py (1) |
Contributor Dependencies
A contributor dependency is detected if two contributors have changed the same files in the past 30 days.
Contributor Dependencies via Shared Files
show graph...
The number on lines shows the number of same files that both persons changed in past 30 days.
- open 3D force graph
- open 3D force graph (including files)
Contributor 1
Contributor 2
# shared files
1.
embr@google.com
tensorflow-extended-team@google.com
2 shared files
RELEASE.md
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py
2.
embr@google.com
mdreves@google.com
1 shared file
RELEASE.md
3.
tensorflow-extended-team@google.com
mdreves@google.com
1 shared file
RELEASE.md
Most Connected Contributors
Contributor
# connections
# commits
1.
tensorflow-extended-team@google.com
2
10
2.
embr@google.com
2
3
3.
mdreves@google.com
2
1
4.
dmarn@google.com
0
1
| Contributor 1 | Contributor 2 | # shared files | |
|---|---|---|---|
| 1. | embr@google.com | tensorflow-extended-team@google.com |
2 shared files
RELEASE.md tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py |
| 2. | embr@google.com | mdreves@google.com |
1 shared file
RELEASE.md |
| 3. | tensorflow-extended-team@google.com | mdreves@google.com |
1 shared file
RELEASE.md |
| Contributor | # connections | # commits | |
|---|---|---|---|
| 1. | tensorflow-extended-team@google.com | 2 | 10 |
| 2. | embr@google.com | 2 | 3 |
| 3. | mdreves@google.com | 2 | 1 |
| 4. | dmarn@google.com | 0 | 1 |
C-median: 2.0
A half of the contributors has more than 2.0 connections, and a half has less than this number.
C-mean: 2.0
An average number of connections a contributor has with other contributors.
C-index: 2.0
There are 2.0 contributors with 2.0 or more connections.
6 contributors (38 commits):
| # | Contributor |
First Commit |
Latest Commit |
Commits Count |
File Updates (per extension) |
|---|---|---|---|---|---|
| 1. | tensorflow-extended-team@google.com | 2018-03-23 | 2022-02-02 | 26 (68%) | py (262), md (15), js (2), json (2) |
| 2. | embr@google.com | 2020-03-20 | 2022-01-28 | 6 (15%) | py (14), md (3) |
| 3. | mdreves@google.com | 2019-02-02 | 2022-01-10 | 3 (7%) | py (13), md (2) |
| 4. | jiyongjung@google.com | 2019-11-08 | 2021-12-16 | 1 (2%) | py (1), md (1) |
| 5. | dmarn@google.com | 2022-01-14 | 2022-01-14 | 1 (2%) | py (1) |
| 6. | chaomei@google.com | 2021-12-02 | 2021-12-02 | 1 (2%) | py (1) |
Contributor Dependencies
A contributor dependency is detected if two contributors have changed the same files in the past 90 days.
Contributor Dependencies via Shared Files
show graph...
The number on lines shows the number of same files that both persons changed in past 90 days.
- open 3D force graph
- open 3D force graph (including files)
Contributor 1
Contributor 2
# shared files
1.
tensorflow-extended-team@google.com
mdreves@google.com
13 shared files
tensorflow_model_analysis/metrics/metric_specs_test.py
RELEASE.md
tensorflow_model_analysis/metrics/metric_specs.py
tensorflow_model_analysis/metrics/__init__.py
tensorflow_model_analysis/metrics/binary_confusion_matrices.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py
tensorflow_model_analysis/metrics/metric_util.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
tensorflow_model_analysis/metrics/confusion_matrix_metrics_test.py
tensorflow_model_analysis/api/model_eval_lib_test.py
tensorflow_model_analysis/metrics/metric_types.py
tensorflow_model_analysis/metrics/confusion_matrix_metrics.py
tensorflow_model_analysis/metrics/metric_util_test.py
2.
embr@google.com
tensorflow-extended-team@google.com
10 shared files
tensorflow_model_analysis/evaluators/confidence_intervals_util.py
RELEASE.md
tensorflow_model_analysis/extractors/unbatch_extractor.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py
tensorflow_model_analysis/metrics/__init__.py
tensorflow_model_analysis/evaluators/jackknife.py
tensorflow_model_analysis/evaluators/confidence_intervals_util_test.py
tensorflow_model_analysis/extractors/unbatch_extractor_test.py
tensorflow_model_analysis/evaluators/poisson_bootstrap.py
3.
embr@google.com
mdreves@google.com
2 shared files
RELEASE.md
tensorflow_model_analysis/metrics/__init__.py
4.
tensorflow-extended-team@google.com
jiyongjung@google.com
2 shared files
RELEASE.md
setup.py
5.
embr@google.com
jiyongjung@google.com
1 shared file
RELEASE.md
6.
mdreves@google.com
jiyongjung@google.com
1 shared file
RELEASE.md
7.
dmarn@google.com
tensorflow-extended-team@google.com
1 shared file
tensorflow_model_analysis/evaluators/evaluator.py
8.
chaomei@google.com
tensorflow-extended-team@google.com
1 shared file
tensorflow_model_analysis/extractors/tflite_predict_extractor.py
Most Connected Contributors
Contributor
# connections
# commits
1.
tensorflow-extended-team@google.com
5
26
2.
embr@google.com
3
6
3.
mdreves@google.com
3
3
4.
jiyongjung@google.com
3
1
5.
dmarn@google.com
1
1
6.
chaomei@google.com
1
1
| Contributor 1 | Contributor 2 | # shared files | |
|---|---|---|---|
| 1. | tensorflow-extended-team@google.com | mdreves@google.com |
13 shared files
tensorflow_model_analysis/metrics/metric_specs_test.py RELEASE.md tensorflow_model_analysis/metrics/metric_specs.py tensorflow_model_analysis/metrics/__init__.py tensorflow_model_analysis/metrics/binary_confusion_matrices.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/metrics/metric_util.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/metrics/confusion_matrix_metrics_test.py tensorflow_model_analysis/api/model_eval_lib_test.py tensorflow_model_analysis/metrics/metric_types.py tensorflow_model_analysis/metrics/confusion_matrix_metrics.py tensorflow_model_analysis/metrics/metric_util_test.py |
| 2. | embr@google.com | tensorflow-extended-team@google.com |
10 shared files
tensorflow_model_analysis/evaluators/confidence_intervals_util.py RELEASE.md tensorflow_model_analysis/extractors/unbatch_extractor.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/metrics/__init__.py tensorflow_model_analysis/evaluators/jackknife.py tensorflow_model_analysis/evaluators/confidence_intervals_util_test.py tensorflow_model_analysis/extractors/unbatch_extractor_test.py tensorflow_model_analysis/evaluators/poisson_bootstrap.py |
| 3. | embr@google.com | mdreves@google.com |
2 shared files
RELEASE.md tensorflow_model_analysis/metrics/__init__.py |
| 4. | tensorflow-extended-team@google.com | jiyongjung@google.com |
2 shared files
RELEASE.md setup.py |
| 5. | embr@google.com | jiyongjung@google.com |
1 shared file
RELEASE.md |
| 6. | mdreves@google.com | jiyongjung@google.com |
1 shared file
RELEASE.md |
| 7. | dmarn@google.com | tensorflow-extended-team@google.com |
1 shared file
tensorflow_model_analysis/evaluators/evaluator.py |
| 8. | chaomei@google.com | tensorflow-extended-team@google.com |
1 shared file
tensorflow_model_analysis/extractors/tflite_predict_extractor.py |
| Contributor | # connections | # commits | |
|---|---|---|---|
| 1. | tensorflow-extended-team@google.com | 5 | 26 |
| 2. | embr@google.com | 3 | 6 |
| 3. | mdreves@google.com | 3 | 3 |
| 4. | jiyongjung@google.com | 3 | 1 |
| 5. | dmarn@google.com | 1 | 1 |
| 6. | chaomei@google.com | 1 | 1 |
C-median: 3.0
A half of the contributors has more than 3.0 connections, and a half has less than this number.
C-mean: 2.6
An average number of connections a contributor has with other contributors.
C-index: 3.0
There are 3.0 contributors with 3.0 or more connections.
9 contributors (93 commits):
| # | Contributor |
First Commit |
Latest Commit |
Commits Count |
|---|---|---|---|---|
| 1. | tensorflow-extended-team@google.com | 2018-03-23 | 2022-02-02 | 42 (45%) |
| 2. | mdreves@google.com | 2019-02-02 | 2022-01-10 | 21 (22%) |
| 3. | embr@google.com | 2020-03-20 | 2022-01-28 | 16 (17%) |
| 4. | dhruvesht@google.com | 2019-10-25 | 2021-09-28 | 5 (5%) |
| 5. | srjindal@google.com | 2019-02-26 | 2021-10-25 | 3 (3%) |
| 6. | jiyongjung@google.com | 2019-11-08 | 2021-12-16 | 3 (3%) |
| 7. | markdaoust@google.com | 2019-04-19 | 2021-08-24 | 1 (1%) |
| 8. | dmarn@google.com | 2022-01-14 | 2022-01-14 | 1 (1%) |
| 9. | chaomei@google.com | 2021-12-02 | 2021-12-02 | 1 (1%) |
Contributor Dependencies
A contributor dependency is detected if two contributors have changed the same files in the past 180 days.
Contributor Dependencies via Shared Files
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The number on lines shows the number of same files that both persons changed in past 180 days.
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Contributor 1
Contributor 2
# shared files
1.
tensorflow-extended-team@google.com
mdreves@google.com
130 shared files
tensorflow_model_analysis/utils/size_estimator_test.py
tensorflow_model_analysis/utils/math_util.py
tensorflow_model_analysis/proto/config.proto
tensorflow_model_analysis/view/view_types.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count_test.py
tensorflow_model_analysis/metrics/attributions.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate_test.py
tensorflow_model_analysis/utils/util_test.py
tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators_test.py
tensorflow_model_analysis/evaluators/eval_saved_model_util.py
tensorflow_model_analysis/metrics/metric_specs_test.py
tensorflow_model_analysis/evaluators/counter_util.py
tensorflow_model_analysis/eval_saved_model/util.py
tensorflow_model_analysis/metrics/min_label_position.py
tensorflow_model_analysis/slicer/slicer_lib.py
tensorflow_model_analysis/slicer/slicer_test.py
tensorflow_model_analysis/metrics/squared_pearson_correlation.py
tensorflow_model_analysis/extractors/example_weights_extractor.py
tensorflow_model_analysis/extractors/features_extractor_test.py
tensorflow_model_analysis/contrib/export.py
tensorflow_model_analysis/extractors/legacy_predict_extractor_test.py
tensorflow_model_analysis/extractors/tfjs_predict_extractor.py
tensorflow_model_analysis/utils/config_util.py
tensorflow_model_analysis/utils/model_util_test.py
tensorflow_model_analysis/utils/util.py
tensorflow_model_analysis/evaluators/metrics_validator.py
tensorflow_model_analysis/metrics/calibration_histogram_test.py
tensorflow_model_analysis/metrics/example_count.py
tensorflow_model_analysis/utils/size_estimator.py
tensorflow_model_analysis/slicer/slice_accessor_test.py
RELEASE.md
tensorflow_model_analysis/metrics/metric_specs.py
tensorflow_model_analysis/tools/build_docs.py
tensorflow_model_analysis/metrics/attributions_test.py
tensorflow_model_analysis/extractors/extractor.py
tensorflow_model_analysis/metrics/ndcg_test.py
tensorflow_model_analysis/evaluators/counter_util_test.py
tensorflow_model_analysis/view/util_test.py
tensorflow_model_analysis/extractors/transformed_features_extractor.py
g3doc/metrics.md
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py
tensorflow_model_analysis/writers/eval_config_writer_test.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/extractors/predictions_extractor_test.py
tensorflow_model_analysis/metrics/calibration_plot_test.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py
tensorflow_model_analysis/addons/fairness/metrics/lift.py
tensorflow_model_analysis/extractors/legacy_input_extractor.py
tensorflow_model_analysis/metrics/min_label_position_test.py
tensorflow_model_analysis/post_export_metrics/post_export_metrics_test.py
tensorflow_model_analysis/evaluators/keras_util.py
tensorflow_model_analysis/evaluators/legacy_aggregate.py
tensorflow_model_analysis/metrics/calibration.py
tensorflow_model_analysis/eval_saved_model/export.py
tensorflow_model_analysis/metrics/tjur_discrimination.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py
tensorflow_model_analysis/metrics/__init__.py
tensorflow_model_analysis/slicer/slice_accessor.py
tensorflow_model_analysis/types.py
tensorflow_model_analysis/extractors/tfjs_predict_extractor_test.py
tensorflow_model_analysis/extractors/slice_key_extractor.py
tensorflow_model_analysis/metrics/tf_metric_accumulators.py
tensorflow_model_analysis/metrics/confusion_matrix_plot.py
tensorflow_model_analysis/metrics/aggregation_test.py
tensorflow_model_analysis/extractors/sql_slice_key_extractor.py
tensorflow_model_analysis/eval_metrics_graph/eval_metrics_graph.py
tensorflow_model_analysis/extractors/legacy_input_extractor_test.py
tensorflow_model_analysis/writers/eval_config_writer.py
tensorflow_model_analysis/metrics/query_statistics.py
tensorflow_model_analysis/extractors/tflite_predict_extractor.py
tensorflow_model_analysis/extractors/labels_extractor.py
tensorflow_model_analysis/metrics/calibration_histogram.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py
tensorflow_model_analysis/metrics/tf_metric_wrapper_test.py
tensorflow_model_analysis/__init__.py
tensorflow_model_analysis/extractors/example_weights_extractor_test.py
tensorflow_model_analysis/metrics/binary_confusion_matrices.py
tensorflow_model_analysis/extractors/predictions_extractor.py
tensorflow_model_analysis/metrics/metric_types_test.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate.py
tensorflow_model_analysis/extractors/legacy_feature_extractor.py
tensorflow_model_analysis/view/util.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py
tensorflow_model_analysis/eval_saved_model/exporter.py
tensorflow_model_analysis/metrics/query_statistics_test.py
tensorflow_model_analysis/extractors/legacy_predict_extractor.py
tensorflow_model_analysis/eval_saved_model/testutil.py
tensorflow_model_analysis/metrics/exact_match.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py
tensorflow_model_analysis/post_export_metrics/post_export_metrics.py
tensorflow_model_analysis/metrics/multi_label_confusion_matrix_plot_test.py
tensorflow_model_analysis/addons/fairness/post_export_metrics/fairness_indicators_test.py
tensorflow_model_analysis/metrics/tf_metric_wrapper.py
tensorflow_model_analysis/extractors/labels_extractor_test.py
tensorflow_model_analysis/metrics/calibration_plot.py
tensorflow_model_analysis/api/model_eval_lib.py
tensorflow_model_analysis/evaluators/metrics_validator_test.py
tensorflow_model_analysis/extractors/tflite_predict_extractor_test.py
tensorflow_model_analysis/api/tfma_unit.py
tensorflow_model_analysis/view/widget_view.py
...
2.
embr@google.com
tensorflow-extended-team@google.com
27 shared files
tensorflow_model_analysis/evaluators/confidence_intervals_util.py
RELEASE.md
tensorflow_model_analysis/static/vulcanized_tfma.js
tensorflow_model_analysis/view/util_test.py
tensorflow_model_analysis/extractors/unbatch_extractor.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py
tensorflow_model_analysis/evaluators/poisson_bootstrap_test.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py
tensorflow_model_analysis/metrics/__init__.py
tensorflow_model_analysis/types.py
tensorflow_model_analysis/evaluators/jackknife.py
tensorflow_model_analysis/metrics/confusion_matrix_plot.py
tensorflow_model_analysis/evaluators/jackknife_test.py
tensorflow_model_analysis/metrics/binary_confusion_matrices.py
tensorflow_model_analysis/view/util.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py
tensorflow_model_analysis/evaluators/confidence_intervals_util_test.py
tensorflow_model_analysis/metrics/binary_confusion_matrices_test.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
tensorflow_model_analysis/extractors/unbatch_extractor_test.py
tensorflow_model_analysis/metrics/confusion_matrix_metrics_test.py
tensorflow_model_analysis/metrics/metric_types.py
tensorflow_model_analysis/metrics/confusion_matrix_metrics.py
tensorflow_model_analysis/evaluators/poisson_bootstrap.py
3.
mdreves@google.com
embr@google.com
19 shared files
tensorflow_model_analysis/proto/metrics_for_slice.proto
RELEASE.md
tensorflow_model_analysis/view/util_test.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py
tensorflow_model_analysis/metrics/__init__.py
tensorflow_model_analysis/types.py
tensorflow_model_analysis/metrics/confusion_matrix_plot.py
tensorflow_model_analysis/metrics/binary_confusion_matrices.py
tensorflow_model_analysis/view/util.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
tensorflow_model_analysis/extractors/unbatch_extractor_test.py
tensorflow_model_analysis/metrics/confusion_matrix_metrics_test.py
tensorflow_model_analysis/metrics/metric_types.py
tensorflow_model_analysis/metrics/confusion_matrix_metrics.py
4.
tensorflow-extended-team@google.com
srjindal@google.com
8 shared files
tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/demo/eval_compare_demo_index.html
RELEASE.md
tensorflow_model_analysis/static/vulcanized_tfma.js
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
tensorflow_model_analysis/metrics/metric_types.py
5.
embr@google.com
srjindal@google.com
7 shared files
RELEASE.md
tensorflow_model_analysis/static/vulcanized_tfma.js
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
tensorflow_model_analysis/metrics/metric_types.py
6.
tensorflow-extended-team@google.com
dhruvesht@google.com
6 shared files
tensorflow_model_analysis/version.py
RELEASE.md
setup.py
g3doc/install.md
README.md
tensorflow_model_analysis/notebook/jupyter/js/package.json
7.
mdreves@google.com
srjindal@google.com
6 shared files
RELEASE.md
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
tensorflow_model_analysis/metrics/metric_types.py
8.
tensorflow-extended-team@google.com
jiyongjung@google.com
2 shared files
RELEASE.md
setup.py
9.
jiyongjung@google.com
dhruvesht@google.com
2 shared files
RELEASE.md
setup.py
10.
embr@google.com
jiyongjung@google.com
1 shared file
RELEASE.md
11.
embr@google.com
dhruvesht@google.com
1 shared file
RELEASE.md
12.
mdreves@google.com
jiyongjung@google.com
1 shared file
RELEASE.md
13.
mdreves@google.com
dhruvesht@google.com
1 shared file
RELEASE.md
14.
jiyongjung@google.com
srjindal@google.com
1 shared file
RELEASE.md
15.
srjindal@google.com
dhruvesht@google.com
1 shared file
RELEASE.md
16.
tensorflow-extended-team@google.com
markdaoust@google.com
1 shared file
tensorflow_model_analysis/tools/build_docs.py
17.
mdreves@google.com
markdaoust@google.com
1 shared file
tensorflow_model_analysis/tools/build_docs.py
18.
dmarn@google.com
tensorflow-extended-team@google.com
1 shared file
tensorflow_model_analysis/evaluators/evaluator.py
19.
chaomei@google.com
tensorflow-extended-team@google.com
1 shared file
tensorflow_model_analysis/extractors/tflite_predict_extractor.py
20.
chaomei@google.com
mdreves@google.com
1 shared file
tensorflow_model_analysis/extractors/tflite_predict_extractor.py
Most Connected Contributors
Contributor
# connections
# commits
1.
tensorflow-extended-team@google.com
8
42
2.
mdreves@google.com
7
21
3.
embr@google.com
5
16
4.
dhruvesht@google.com
5
5
5.
srjindal@google.com
5
3
6.
jiyongjung@google.com
5
3
7.
markdaoust@google.com
2
1
8.
chaomei@google.com
2
1
9.
dmarn@google.com
1
1
| Contributor 1 | Contributor 2 | # shared files | |
|---|---|---|---|
| 1. | tensorflow-extended-team@google.com | mdreves@google.com |
130 shared files
tensorflow_model_analysis/utils/size_estimator_test.py tensorflow_model_analysis/utils/math_util.py tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/view/view_types.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count_test.py tensorflow_model_analysis/metrics/attributions.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate_test.py tensorflow_model_analysis/utils/util_test.py tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators_test.py tensorflow_model_analysis/evaluators/eval_saved_model_util.py tensorflow_model_analysis/metrics/metric_specs_test.py tensorflow_model_analysis/evaluators/counter_util.py tensorflow_model_analysis/eval_saved_model/util.py tensorflow_model_analysis/metrics/min_label_position.py tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/metrics/squared_pearson_correlation.py tensorflow_model_analysis/extractors/example_weights_extractor.py tensorflow_model_analysis/extractors/features_extractor_test.py tensorflow_model_analysis/contrib/export.py tensorflow_model_analysis/extractors/legacy_predict_extractor_test.py tensorflow_model_analysis/extractors/tfjs_predict_extractor.py tensorflow_model_analysis/utils/config_util.py tensorflow_model_analysis/utils/model_util_test.py tensorflow_model_analysis/utils/util.py tensorflow_model_analysis/evaluators/metrics_validator.py tensorflow_model_analysis/metrics/calibration_histogram_test.py tensorflow_model_analysis/metrics/example_count.py tensorflow_model_analysis/utils/size_estimator.py tensorflow_model_analysis/slicer/slice_accessor_test.py RELEASE.md tensorflow_model_analysis/metrics/metric_specs.py tensorflow_model_analysis/tools/build_docs.py tensorflow_model_analysis/metrics/attributions_test.py tensorflow_model_analysis/extractors/extractor.py tensorflow_model_analysis/metrics/ndcg_test.py tensorflow_model_analysis/evaluators/counter_util_test.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/extractors/transformed_features_extractor.py g3doc/metrics.md tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py tensorflow_model_analysis/writers/eval_config_writer_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/extractors/predictions_extractor_test.py tensorflow_model_analysis/metrics/calibration_plot_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py tensorflow_model_analysis/addons/fairness/metrics/lift.py tensorflow_model_analysis/extractors/legacy_input_extractor.py tensorflow_model_analysis/metrics/min_label_position_test.py tensorflow_model_analysis/post_export_metrics/post_export_metrics_test.py tensorflow_model_analysis/evaluators/keras_util.py tensorflow_model_analysis/evaluators/legacy_aggregate.py tensorflow_model_analysis/metrics/calibration.py tensorflow_model_analysis/eval_saved_model/export.py tensorflow_model_analysis/metrics/tjur_discrimination.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/metrics/__init__.py tensorflow_model_analysis/slicer/slice_accessor.py tensorflow_model_analysis/types.py tensorflow_model_analysis/extractors/tfjs_predict_extractor_test.py tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/metrics/tf_metric_accumulators.py tensorflow_model_analysis/metrics/confusion_matrix_plot.py tensorflow_model_analysis/metrics/aggregation_test.py tensorflow_model_analysis/extractors/sql_slice_key_extractor.py tensorflow_model_analysis/eval_metrics_graph/eval_metrics_graph.py tensorflow_model_analysis/extractors/legacy_input_extractor_test.py tensorflow_model_analysis/writers/eval_config_writer.py tensorflow_model_analysis/metrics/query_statistics.py tensorflow_model_analysis/extractors/tflite_predict_extractor.py tensorflow_model_analysis/extractors/labels_extractor.py tensorflow_model_analysis/metrics/calibration_histogram.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py tensorflow_model_analysis/metrics/tf_metric_wrapper_test.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/extractors/example_weights_extractor_test.py tensorflow_model_analysis/metrics/binary_confusion_matrices.py tensorflow_model_analysis/extractors/predictions_extractor.py tensorflow_model_analysis/metrics/metric_types_test.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate.py tensorflow_model_analysis/extractors/legacy_feature_extractor.py tensorflow_model_analysis/view/util.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py tensorflow_model_analysis/eval_saved_model/exporter.py tensorflow_model_analysis/metrics/query_statistics_test.py tensorflow_model_analysis/extractors/legacy_predict_extractor.py tensorflow_model_analysis/eval_saved_model/testutil.py tensorflow_model_analysis/metrics/exact_match.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/post_export_metrics/post_export_metrics.py tensorflow_model_analysis/metrics/multi_label_confusion_matrix_plot_test.py tensorflow_model_analysis/addons/fairness/post_export_metrics/fairness_indicators_test.py tensorflow_model_analysis/metrics/tf_metric_wrapper.py tensorflow_model_analysis/extractors/labels_extractor_test.py tensorflow_model_analysis/metrics/calibration_plot.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/evaluators/metrics_validator_test.py tensorflow_model_analysis/extractors/tflite_predict_extractor_test.py tensorflow_model_analysis/api/tfma_unit.py tensorflow_model_analysis/view/widget_view.py ... |
| 2. | embr@google.com | tensorflow-extended-team@google.com |
27 shared files
tensorflow_model_analysis/evaluators/confidence_intervals_util.py RELEASE.md tensorflow_model_analysis/static/vulcanized_tfma.js tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/extractors/unbatch_extractor.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py tensorflow_model_analysis/evaluators/poisson_bootstrap_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/metrics/__init__.py tensorflow_model_analysis/types.py tensorflow_model_analysis/evaluators/jackknife.py tensorflow_model_analysis/metrics/confusion_matrix_plot.py tensorflow_model_analysis/evaluators/jackknife_test.py tensorflow_model_analysis/metrics/binary_confusion_matrices.py tensorflow_model_analysis/view/util.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/evaluators/confidence_intervals_util_test.py tensorflow_model_analysis/metrics/binary_confusion_matrices_test.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/extractors/unbatch_extractor_test.py tensorflow_model_analysis/metrics/confusion_matrix_metrics_test.py tensorflow_model_analysis/metrics/metric_types.py tensorflow_model_analysis/metrics/confusion_matrix_metrics.py tensorflow_model_analysis/evaluators/poisson_bootstrap.py |
| 3. | mdreves@google.com | embr@google.com |
19 shared files
tensorflow_model_analysis/proto/metrics_for_slice.proto RELEASE.md tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/metrics/__init__.py tensorflow_model_analysis/types.py tensorflow_model_analysis/metrics/confusion_matrix_plot.py tensorflow_model_analysis/metrics/binary_confusion_matrices.py tensorflow_model_analysis/view/util.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/extractors/unbatch_extractor_test.py tensorflow_model_analysis/metrics/confusion_matrix_metrics_test.py tensorflow_model_analysis/metrics/metric_types.py tensorflow_model_analysis/metrics/confusion_matrix_metrics.py |
| 4. | tensorflow-extended-team@google.com | srjindal@google.com |
8 shared files
tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/demo/eval_compare_demo_index.html RELEASE.md tensorflow_model_analysis/static/vulcanized_tfma.js tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/metrics/metric_types.py |
| 5. | embr@google.com | srjindal@google.com |
7 shared files
RELEASE.md tensorflow_model_analysis/static/vulcanized_tfma.js tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/metrics/metric_types.py |
| 6. | tensorflow-extended-team@google.com | dhruvesht@google.com |
6 shared files
tensorflow_model_analysis/version.py RELEASE.md setup.py g3doc/install.md README.md tensorflow_model_analysis/notebook/jupyter/js/package.json |
| 7. | mdreves@google.com | srjindal@google.com |
6 shared files
RELEASE.md tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/metrics/metric_types.py |
| 8. | tensorflow-extended-team@google.com | jiyongjung@google.com |
2 shared files
RELEASE.md setup.py |
| 9. | jiyongjung@google.com | dhruvesht@google.com |
2 shared files
RELEASE.md setup.py |
| 10. | embr@google.com | jiyongjung@google.com |
1 shared file
RELEASE.md |
| 11. | embr@google.com | dhruvesht@google.com |
1 shared file
RELEASE.md |
| 12. | mdreves@google.com | jiyongjung@google.com |
1 shared file
RELEASE.md |
| 13. | mdreves@google.com | dhruvesht@google.com |
1 shared file
RELEASE.md |
| 14. | jiyongjung@google.com | srjindal@google.com |
1 shared file
RELEASE.md |
| 15. | srjindal@google.com | dhruvesht@google.com |
1 shared file
RELEASE.md |
| 16. | tensorflow-extended-team@google.com | markdaoust@google.com |
1 shared file
tensorflow_model_analysis/tools/build_docs.py |
| 17. | mdreves@google.com | markdaoust@google.com |
1 shared file
tensorflow_model_analysis/tools/build_docs.py |
| 18. | dmarn@google.com | tensorflow-extended-team@google.com |
1 shared file
tensorflow_model_analysis/evaluators/evaluator.py |
| 19. | chaomei@google.com | tensorflow-extended-team@google.com |
1 shared file
tensorflow_model_analysis/extractors/tflite_predict_extractor.py |
| 20. | chaomei@google.com | mdreves@google.com |
1 shared file
tensorflow_model_analysis/extractors/tflite_predict_extractor.py |
| Contributor | # connections | # commits | |
|---|---|---|---|
| 1. | tensorflow-extended-team@google.com | 8 | 42 |
| 2. | mdreves@google.com | 7 | 21 |
| 3. | embr@google.com | 5 | 16 |
| 4. | dhruvesht@google.com | 5 | 5 |
| 5. | srjindal@google.com | 5 | 3 |
| 6. | jiyongjung@google.com | 5 | 3 |
| 7. | markdaoust@google.com | 2 | 1 |
| 8. | chaomei@google.com | 2 | 1 |
| 9. | dmarn@google.com | 1 | 1 |
C-median: 5.0
A half of the contributors has more than 5.0 connections, and a half has less than this number.
C-mean: 4.4
An average number of connections a contributor has with other contributors.
C-index: 5.0
There are 5.0 contributors with 5.0 or more connections.
14 contributors (206 commits):
| # | Contributor |
First Commit |
Latest Commit |
Commits Count |
|---|---|---|---|---|
| 1. | tensorflow-extended-team@google.com | 2018-03-23 | 2022-02-02 | 90 (43%) |
| 2. | mdreves@google.com | 2019-02-02 | 2022-01-10 | 41 (19%) |
| 3. | embr@google.com | 2020-03-20 | 2022-01-28 | 24 (11%) |
| 4. | dhruvesht@google.com | 2019-10-25 | 2021-09-28 | 20 (9%) |
| 5. | srjindal@google.com | 2019-02-26 | 2021-10-25 | 13 (6%) |
| 6. | zhuo@google.com | 2019-10-18 | 2021-06-10 | 4 (1%) |
| 7. | jiyongjung@google.com | 2019-11-08 | 2021-12-16 | 4 (1%) |
| 8. | pachristopher@google.com | 2019-01-31 | 2021-03-24 | 3 (1%) |
| 9. | huanmingf@google.com | 2019-10-28 | 2021-06-24 | 2 (<1%) |
| 10. | markdaoust@google.com | 2019-04-19 | 2021-08-24 | 1 (<1%) |
| 11. | kathywu@google.com | 2019-04-05 | 2021-06-24 | 1 (<1%) |
| 12. | dmarn@google.com | 2022-01-14 | 2022-01-14 | 1 (<1%) |
| 13. | chaomei@google.com | 2021-12-02 | 2021-12-02 | 1 (<1%) |
| 14. | yashkatariya@google.com | 2021-04-08 | 2021-04-08 | 1 (<1%) |
Contributor Dependencies
A contributor dependency is detected if two contributors have changed the same files in the past 365 days.
Contributor Dependencies via Shared Files
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Contributor 1
Contributor 2
# shared files
1.
tensorflow-extended-team@google.com
mdreves@google.com
142 shared files
tensorflow_model_analysis/utils/size_estimator_test.py
tensorflow_model_analysis/utils/math_util.py
tensorflow_model_analysis/proto/config.proto
tensorflow_model_analysis/view/view_types.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count_test.py
tensorflow_model_analysis/metrics/attributions.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate_test.py
tensorflow_model_analysis/utils/util_test.py
tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators_test.py
tensorflow_model_analysis/evaluators/eval_saved_model_util.py
tensorflow_model_analysis/metrics/metric_specs_test.py
tensorflow_model_analysis/evaluators/counter_util.py
tensorflow_model_analysis/evaluators/query_metrics/query_statistics.py
tensorflow_model_analysis/eval_saved_model/util.py
tensorflow_model_analysis/metrics/min_label_position.py
tensorflow_model_analysis/slicer/slicer_lib.py
tensorflow_model_analysis/slicer/slicer_test.py
tensorflow_model_analysis/metrics/squared_pearson_correlation.py
tensorflow_model_analysis/extractors/example_weights_extractor.py
tensorflow_model_analysis/extractors/features_extractor_test.py
tensorflow_model_analysis/contrib/export.py
tensorflow_model_analysis/extractors/legacy_predict_extractor_test.py
tensorflow_model_analysis/extractors/tfjs_predict_extractor.py
tensorflow_model_analysis/utils/config_util.py
tensorflow_model_analysis/utils/model_util_test.py
tensorflow_model_analysis/utils/util.py
tensorflow_model_analysis/evaluators/metrics_validator.py
tensorflow_model_analysis/metrics/calibration_histogram_test.py
tensorflow_model_analysis/metrics/example_count.py
tensorflow_model_analysis/utils/size_estimator.py
tensorflow_model_analysis/slicer/slice_accessor_test.py
RELEASE.md
tensorflow_model_analysis/metrics/metric_specs.py
tensorflow_model_analysis/tools/build_docs.py
tensorflow_model_analysis/util.py
tensorflow_model_analysis/metrics/attributions_test.py
tensorflow_model_analysis/extractors/extractor.py
tensorflow_model_analysis/metrics/ndcg_test.py
tensorflow_model_analysis/evaluators/query_metrics/ndcg.py
tensorflow_model_analysis/evaluators/counter_util_test.py
tensorflow_model_analysis/evaluators/evaluator.py
tensorflow_model_analysis/view/util_test.py
tensorflow_model_analysis/model_agnostic_eval/model_agnostic_evaluate_graph_test.py
tensorflow_model_analysis/extractors/transformed_features_extractor.py
g3doc/metrics.md
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py
tensorflow_model_analysis/writers/eval_config_writer_test.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/extractors/predictions_extractor_test.py
tensorflow_model_analysis/metrics/calibration_plot_test.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py
tensorflow_model_analysis/addons/fairness/metrics/lift.py
tensorflow_model_analysis/extractors/legacy_input_extractor.py
tensorflow_model_analysis/metrics/min_label_position_test.py
tensorflow_model_analysis/post_export_metrics/post_export_metrics_test.py
tensorflow_model_analysis/evaluators/keras_util.py
tensorflow_model_analysis/evaluators/legacy_aggregate.py
tensorflow_model_analysis/metrics/calibration.py
tensorflow_model_analysis/eval_saved_model/export.py
tensorflow_model_analysis/evaluators/legacy_query_based_metrics_evaluator.py
tensorflow_model_analysis/metrics/tjur_discrimination.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py
tensorflow_model_analysis/metrics/__init__.py
tensorflow_model_analysis/slicer/slice_accessor.py
tensorflow_model_analysis/types.py
tensorflow_model_analysis/extractors/tfjs_predict_extractor_test.py
tensorflow_model_analysis/extractors/slice_key_extractor.py
tensorflow_model_analysis/metrics/tf_metric_accumulators.py
tensorflow_model_analysis/evaluators/jackknife.py
tensorflow_model_analysis/metrics/confusion_matrix_plot.py
tensorflow_model_analysis/metrics/aggregation_test.py
tensorflow_model_analysis/extractors/sql_slice_key_extractor.py
tensorflow_model_analysis/eval_metrics_graph/eval_metrics_graph.py
tensorflow_model_analysis/extractors/legacy_input_extractor_test.py
tensorflow_model_analysis/writers/eval_config_writer.py
tensorflow_model_analysis/metrics/query_statistics.py
tensorflow_model_analysis/extractors/tflite_predict_extractor.py
tensorflow_model_analysis/extractors/labels_extractor.py
tensorflow_model_analysis/metrics/calibration_histogram.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py
tensorflow_model_analysis/static/index.js.map
tensorflow_model_analysis/metrics/tf_metric_wrapper_test.py
tensorflow_model_analysis/__init__.py
tensorflow_model_analysis/extractors/example_weights_extractor_test.py
tensorflow_model_analysis/metrics/binary_confusion_matrices.py
tensorflow_model_analysis/extractors/predictions_extractor.py
tensorflow_model_analysis/metrics/metric_types_test.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate.py
tensorflow_model_analysis/extractors/legacy_feature_extractor.py
tensorflow_model_analysis/view/util.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py
tensorflow_model_analysis/evaluators/legacy_metrics_and_plots_evaluator.py
tensorflow_model_analysis/eval_saved_model/exporter.py
tensorflow_model_analysis/metrics/query_statistics_test.py
tensorflow_model_analysis/extractors/legacy_predict_extractor.py
tensorflow_model_analysis/eval_saved_model/testutil.py
tensorflow_model_analysis/metrics/exact_match.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py
tensorflow_model_analysis/post_export_metrics/post_export_metrics.py
tensorflow_model_analysis/metrics/multi_label_confusion_matrix_plot_test.py
...
2.
embr@google.com
tensorflow-extended-team@google.com
35 shared files
tensorflow_model_analysis/evaluators/confidence_intervals_util.py
tensorflow_model_analysis/evaluators/legacy_aggregate_test.py
tensorflow_model_analysis/slicer/slicer_lib.py
tensorflow_model_analysis/slicer/slicer_test.py
RELEASE.md
tensorflow_model_analysis/static/vulcanized_tfma.js
tensorflow_model_analysis/view/util_test.py
tensorflow_model_analysis/extractors/unbatch_extractor.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py
tensorflow_model_analysis/evaluators/legacy_poisson_bootstrap_test.py
tensorflow_model_analysis/evaluators/poisson_bootstrap_test.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py
tensorflow_model_analysis/evaluators/legacy_poisson_bootstrap.py
tensorflow_model_analysis/metrics/__init__.py
tensorflow_model_analysis/types.py
tensorflow_model_analysis/evaluators/jackknife.py
tensorflow_model_analysis/metrics/confusion_matrix_plot.py
tensorflow_model_analysis/evaluators/jackknife_test.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py
tensorflow_model_analysis/metrics/binary_confusion_matrices.py
tensorflow_model_analysis/view/util.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py
tensorflow_model_analysis/evaluators/legacy_metrics_and_plots_evaluator.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py
tensorflow_model_analysis/metrics/tf_metric_wrapper.py
tensorflow_model_analysis/evaluators/confidence_intervals_util_test.py
tensorflow_model_analysis/metrics/binary_confusion_matrices_test.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
tensorflow_model_analysis/extractors/unbatch_extractor_test.py
tensorflow_model_analysis/metrics/confusion_matrix_metrics_test.py
tensorflow_model_analysis/metrics/metric_types.py
tensorflow_model_analysis/metrics/confusion_matrix_metrics.py
tensorflow_model_analysis/evaluators/poisson_bootstrap.py
3.
tensorflow-extended-team@google.com
srjindal@google.com
30 shared files
tensorflow_model_analysis/proto/config.proto
tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/demo/eval_compare_demo_index.html
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count_test.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate_test.py
tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/fairness-nb-container_test.js
tensorflow_model_analysis/slicer/slicer_lib.py
tensorflow_model_analysis/slicer/slicer_test.py
RELEASE.md
tensorflow_model_analysis/evaluators/counter_util_test.py
tensorflow_model_analysis/static/vulcanized_tfma.js
tensorflow_model_analysis/addons/fairness/metrics/__init__.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/__init__.py
tensorflow_model_analysis/addons/fairness/metrics/lift.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py
tensorflow_model_analysis/metrics/confusion_matrix_plot.py
tensorflow_model_analysis/evaluators/jackknife_test.py
tensorflow_model_analysis/metrics/calibration_histogram.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py
tensorflow_model_analysis/metrics/binary_confusion_matrices.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate.py
tensorflow_model_analysis/view/util.py
tensorflow_model_analysis/addons/fairness/view/widget_view_test.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py
tensorflow_model_analysis/addons/fairness/view/widget_view.py
tensorflow_model_analysis/metrics/binary_confusion_matrices_test.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
tensorflow_model_analysis/metrics/metric_types.py
tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-and-slice-selector/fairness-metric-and-slice-selector.js
tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/demo/eval_compare_demo_index.js
4.
mdreves@google.com
embr@google.com
25 shared files
tensorflow_model_analysis/proto/metrics_for_slice.proto
tensorflow_model_analysis/slicer/slicer_lib.py
tensorflow_model_analysis/slicer/slicer_test.py
RELEASE.md
tensorflow_model_analysis/view/util_test.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py
tensorflow_model_analysis/metrics/__init__.py
tensorflow_model_analysis/types.py
tensorflow_model_analysis/evaluators/jackknife.py
tensorflow_model_analysis/metrics/confusion_matrix_plot.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py
tensorflow_model_analysis/metrics/binary_confusion_matrices.py
tensorflow_model_analysis/view/util.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py
tensorflow_model_analysis/evaluators/legacy_metrics_and_plots_evaluator.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py
tensorflow_model_analysis/metrics/tf_metric_wrapper.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
tensorflow_model_analysis/extractors/unbatch_extractor_test.py
tensorflow_model_analysis/metrics/confusion_matrix_metrics_test.py
tensorflow_model_analysis/metrics/metric_types.py
tensorflow_model_analysis/metrics/confusion_matrix_metrics.py
5.
mdreves@google.com
srjindal@google.com
21 shared files
tensorflow_model_analysis/proto/config.proto
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count_test.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate_test.py
tensorflow_model_analysis/proto/metrics_for_slice.proto
tensorflow_model_analysis/slicer/slicer_lib.py
tensorflow_model_analysis/slicer/slicer_test.py
RELEASE.md
tensorflow_model_analysis/evaluators/counter_util_test.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/addons/fairness/metrics/lift.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py
tensorflow_model_analysis/addons/fairness/metrics/lift_test.py
tensorflow_model_analysis/metrics/confusion_matrix_plot.py
tensorflow_model_analysis/metrics/calibration_histogram.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py
tensorflow_model_analysis/metrics/binary_confusion_matrices.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate.py
tensorflow_model_analysis/view/util.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
tensorflow_model_analysis/metrics/metric_types.py
6.
embr@google.com
srjindal@google.com
16 shared files
tensorflow_model_analysis/proto/metrics_for_slice.proto
tensorflow_model_analysis/slicer/slicer_lib.py
tensorflow_model_analysis/slicer/slicer_test.py
RELEASE.md
tensorflow_model_analysis/static/vulcanized_tfma.js
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py
tensorflow_model_analysis/metrics/confusion_matrix_plot.py
tensorflow_model_analysis/evaluators/jackknife_test.py
tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py
tensorflow_model_analysis/metrics/binary_confusion_matrices.py
tensorflow_model_analysis/view/util.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py
tensorflow_model_analysis/metrics/binary_confusion_matrices_test.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
tensorflow_model_analysis/metrics/metric_types.py
7.
mdreves@google.com
pachristopher@google.com
14 shared files
tensorflow_model_analysis/util_test.py
tensorflow_model_analysis/extractors/legacy_predict_extractor_test.py
RELEASE.md
tensorflow_model_analysis/util.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/post_export_metrics/post_export_metrics_test.py
tensorflow_model_analysis/extractors/slice_key_extractor.py
tensorflow_model_analysis/__init__.py
tensorflow_model_analysis/extractors/legacy_predict_extractor.py
tensorflow_model_analysis/addons/fairness/post_export_metrics/fairness_indicators_test.py
tensorflow_model_analysis/api/model_eval_lib.py
tensorflow_model_analysis/api/tfma_unit.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
tensorflow_model_analysis/extractors/slice_key_extractor_test.py
8.
tensorflow-extended-team@google.com
pachristopher@google.com
14 shared files
tensorflow_model_analysis/extractors/legacy_predict_extractor_test.py
RELEASE.md
tensorflow_model_analysis/util.py
tensorflow_model_analysis/extractors/unbatch_extractor.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/post_export_metrics/post_export_metrics_test.py
tensorflow_model_analysis/extractors/slice_key_extractor.py
tensorflow_model_analysis/__init__.py
tensorflow_model_analysis/extractors/legacy_predict_extractor.py
tensorflow_model_analysis/addons/fairness/post_export_metrics/fairness_indicators_test.py
tensorflow_model_analysis/api/model_eval_lib.py
tensorflow_model_analysis/api/tfma_unit.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
tensorflow_model_analysis/extractors/slice_key_extractor_test.py
9.
mdreves@google.com
huanmingf@google.com
7 shared files
tensorflow_model_analysis/proto/config.proto
RELEASE.md
tensorflow_model_analysis/extractors/slice_key_extractor.py
tensorflow_model_analysis/extractors/sql_slice_key_extractor.py
tensorflow_model_analysis/api/model_eval_lib.py
tensorflow_model_analysis/extractors/sql_slice_key_extractor_test.py
tensorflow_model_analysis/extractors/slice_key_extractor_test.py
10.
tensorflow-extended-team@google.com
huanmingf@google.com
7 shared files
tensorflow_model_analysis/proto/config.proto
RELEASE.md
tensorflow_model_analysis/extractors/slice_key_extractor.py
tensorflow_model_analysis/extractors/sql_slice_key_extractor.py
tensorflow_model_analysis/api/model_eval_lib.py
tensorflow_model_analysis/extractors/sql_slice_key_extractor_test.py
tensorflow_model_analysis/extractors/slice_key_extractor_test.py
11.
tensorflow-extended-team@google.com
zhuo@google.com
7 shared files
tensorflow_model_analysis/extractors/features_extractor_test.py
RELEASE.md
setup.py
tensorflow_model_analysis/model_agnostic_eval/model_agnostic_extractor.py
tensorflow_model_analysis/types.py
tensorflow_model_analysis/extractors/features_extractor.py
tensorflow_model_analysis/model_util.py
12.
tensorflow-extended-team@google.com
dhruvesht@google.com
6 shared files
tensorflow_model_analysis/version.py
RELEASE.md
setup.py
g3doc/install.md
README.md
tensorflow_model_analysis/notebook/jupyter/js/package.json
13.
mdreves@google.com
zhuo@google.com
5 shared files
tensorflow_model_analysis/extractors/features_extractor_test.py
RELEASE.md
tensorflow_model_analysis/types.py
tensorflow_model_analysis/extractors/features_extractor.py
tensorflow_model_analysis/model_util.py
14.
embr@google.com
pachristopher@google.com
4 shared files
RELEASE.md
tensorflow_model_analysis/extractors/unbatch_extractor.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
15.
huanmingf@google.com
pachristopher@google.com
4 shared files
RELEASE.md
tensorflow_model_analysis/extractors/slice_key_extractor.py
tensorflow_model_analysis/api/model_eval_lib.py
tensorflow_model_analysis/extractors/slice_key_extractor_test.py
16.
jiyongjung@google.com
dhruvesht@google.com
3 shared files
WORKSPACE
RELEASE.md
setup.py
17.
srjindal@google.com
pachristopher@google.com
3 shared files
RELEASE.md
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
18.
srjindal@google.com
huanmingf@google.com
2 shared files
tensorflow_model_analysis/proto/config.proto
RELEASE.md
19.
embr@google.com
zhuo@google.com
2 shared files
RELEASE.md
tensorflow_model_analysis/types.py
20.
tensorflow-extended-team@google.com
jiyongjung@google.com
2 shared files
RELEASE.md
setup.py
21.
jiyongjung@google.com
zhuo@google.com
2 shared files
RELEASE.md
setup.py
22.
dhruvesht@google.com
zhuo@google.com
2 shared files
RELEASE.md
setup.py
23.
embr@google.com
jiyongjung@google.com
1 shared file
RELEASE.md
24.
embr@google.com
dhruvesht@google.com
1 shared file
RELEASE.md
25.
embr@google.com
huanmingf@google.com
1 shared file
RELEASE.md
26.
mdreves@google.com
jiyongjung@google.com
1 shared file
RELEASE.md
27.
mdreves@google.com
dhruvesht@google.com
1 shared file
RELEASE.md
28.
jiyongjung@google.com
srjindal@google.com
1 shared file
RELEASE.md
29.
jiyongjung@google.com
huanmingf@google.com
1 shared file
RELEASE.md
30.
jiyongjung@google.com
pachristopher@google.com
1 shared file
RELEASE.md
31.
srjindal@google.com
dhruvesht@google.com
1 shared file
RELEASE.md
32.
srjindal@google.com
zhuo@google.com
1 shared file
RELEASE.md
33.
dhruvesht@google.com
huanmingf@google.com
1 shared file
RELEASE.md
34.
dhruvesht@google.com
pachristopher@google.com
1 shared file
RELEASE.md
35.
huanmingf@google.com
zhuo@google.com
1 shared file
RELEASE.md
36.
zhuo@google.com
pachristopher@google.com
1 shared file
RELEASE.md
37.
tensorflow-extended-team@google.com
markdaoust@google.com
1 shared file
tensorflow_model_analysis/tools/build_docs.py
38.
tensorflow-extended-team@google.com
yashkatariya@google.com
1 shared file
tensorflow_model_analysis/tools/build_docs.py
39.
mdreves@google.com
markdaoust@google.com
1 shared file
tensorflow_model_analysis/tools/build_docs.py
40.
mdreves@google.com
yashkatariya@google.com
1 shared file
tensorflow_model_analysis/tools/build_docs.py
41.
markdaoust@google.com
yashkatariya@google.com
1 shared file
tensorflow_model_analysis/tools/build_docs.py
42.
dmarn@google.com
tensorflow-extended-team@google.com
1 shared file
tensorflow_model_analysis/evaluators/evaluator.py
43.
dmarn@google.com
mdreves@google.com
1 shared file
tensorflow_model_analysis/evaluators/evaluator.py
44.
chaomei@google.com
tensorflow-extended-team@google.com
1 shared file
tensorflow_model_analysis/extractors/tflite_predict_extractor.py
45.
chaomei@google.com
mdreves@google.com
1 shared file
tensorflow_model_analysis/extractors/tflite_predict_extractor.py
46.
tensorflow-extended-team@google.com
kathywu@google.com
1 shared file
tensorflow_model_analysis/model_util.py
47.
mdreves@google.com
kathywu@google.com
1 shared file
tensorflow_model_analysis/model_util.py
48.
kathywu@google.com
zhuo@google.com
1 shared file
tensorflow_model_analysis/model_util.py
Most Connected Contributors
Contributor
# connections
# commits
1.
tensorflow-extended-team@google.com
13
90
2.
mdreves@google.com
13
41
3.
zhuo@google.com
9
4
4.
embr@google.com
8
24
5.
dhruvesht@google.com
8
20
6.
srjindal@google.com
8
13
7.
jiyongjung@google.com
8
4
8.
pachristopher@google.com
8
3
9.
huanmingf@google.com
8
2
10.
markdaoust@google.com
3
1
11.
kathywu@google.com
3
1
12.
yashkatariya@google.com
3
1
13.
dmarn@google.com
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1
14.
chaomei@google.com
2
1
| Contributor 1 | Contributor 2 | # shared files | |
|---|---|---|---|
| 1. | tensorflow-extended-team@google.com | mdreves@google.com |
142 shared files
tensorflow_model_analysis/utils/size_estimator_test.py tensorflow_model_analysis/utils/math_util.py tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/view/view_types.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count_test.py tensorflow_model_analysis/metrics/attributions.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate_test.py tensorflow_model_analysis/utils/util_test.py tensorflow_model_analysis/addons/fairness/metrics/fairness_indicators_test.py tensorflow_model_analysis/evaluators/eval_saved_model_util.py tensorflow_model_analysis/metrics/metric_specs_test.py tensorflow_model_analysis/evaluators/counter_util.py tensorflow_model_analysis/evaluators/query_metrics/query_statistics.py tensorflow_model_analysis/eval_saved_model/util.py tensorflow_model_analysis/metrics/min_label_position.py tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/slicer/slicer_test.py tensorflow_model_analysis/metrics/squared_pearson_correlation.py tensorflow_model_analysis/extractors/example_weights_extractor.py tensorflow_model_analysis/extractors/features_extractor_test.py tensorflow_model_analysis/contrib/export.py tensorflow_model_analysis/extractors/legacy_predict_extractor_test.py tensorflow_model_analysis/extractors/tfjs_predict_extractor.py tensorflow_model_analysis/utils/config_util.py tensorflow_model_analysis/utils/model_util_test.py tensorflow_model_analysis/utils/util.py tensorflow_model_analysis/evaluators/metrics_validator.py tensorflow_model_analysis/metrics/calibration_histogram_test.py tensorflow_model_analysis/metrics/example_count.py tensorflow_model_analysis/utils/size_estimator.py tensorflow_model_analysis/slicer/slice_accessor_test.py RELEASE.md tensorflow_model_analysis/metrics/metric_specs.py tensorflow_model_analysis/tools/build_docs.py tensorflow_model_analysis/util.py tensorflow_model_analysis/metrics/attributions_test.py tensorflow_model_analysis/extractors/extractor.py tensorflow_model_analysis/metrics/ndcg_test.py tensorflow_model_analysis/evaluators/query_metrics/ndcg.py tensorflow_model_analysis/evaluators/counter_util_test.py tensorflow_model_analysis/evaluators/evaluator.py tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/model_agnostic_eval/model_agnostic_evaluate_graph_test.py tensorflow_model_analysis/extractors/transformed_features_extractor.py g3doc/metrics.md tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py tensorflow_model_analysis/writers/eval_config_writer_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/extractors/predictions_extractor_test.py tensorflow_model_analysis/metrics/calibration_plot_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py tensorflow_model_analysis/addons/fairness/metrics/lift.py tensorflow_model_analysis/extractors/legacy_input_extractor.py tensorflow_model_analysis/metrics/min_label_position_test.py tensorflow_model_analysis/post_export_metrics/post_export_metrics_test.py tensorflow_model_analysis/evaluators/keras_util.py tensorflow_model_analysis/evaluators/legacy_aggregate.py tensorflow_model_analysis/metrics/calibration.py tensorflow_model_analysis/eval_saved_model/export.py tensorflow_model_analysis/evaluators/legacy_query_based_metrics_evaluator.py tensorflow_model_analysis/metrics/tjur_discrimination.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/metrics/__init__.py tensorflow_model_analysis/slicer/slice_accessor.py tensorflow_model_analysis/types.py tensorflow_model_analysis/extractors/tfjs_predict_extractor_test.py tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/metrics/tf_metric_accumulators.py tensorflow_model_analysis/evaluators/jackknife.py tensorflow_model_analysis/metrics/confusion_matrix_plot.py tensorflow_model_analysis/metrics/aggregation_test.py tensorflow_model_analysis/extractors/sql_slice_key_extractor.py tensorflow_model_analysis/eval_metrics_graph/eval_metrics_graph.py tensorflow_model_analysis/extractors/legacy_input_extractor_test.py tensorflow_model_analysis/writers/eval_config_writer.py tensorflow_model_analysis/metrics/query_statistics.py tensorflow_model_analysis/extractors/tflite_predict_extractor.py tensorflow_model_analysis/extractors/labels_extractor.py tensorflow_model_analysis/metrics/calibration_histogram.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py tensorflow_model_analysis/static/index.js.map tensorflow_model_analysis/metrics/tf_metric_wrapper_test.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/extractors/example_weights_extractor_test.py tensorflow_model_analysis/metrics/binary_confusion_matrices.py tensorflow_model_analysis/extractors/predictions_extractor.py tensorflow_model_analysis/metrics/metric_types_test.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate.py tensorflow_model_analysis/extractors/legacy_feature_extractor.py tensorflow_model_analysis/view/util.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py tensorflow_model_analysis/evaluators/legacy_metrics_and_plots_evaluator.py tensorflow_model_analysis/eval_saved_model/exporter.py tensorflow_model_analysis/metrics/query_statistics_test.py tensorflow_model_analysis/extractors/legacy_predict_extractor.py tensorflow_model_analysis/eval_saved_model/testutil.py tensorflow_model_analysis/metrics/exact_match.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/post_export_metrics/post_export_metrics.py tensorflow_model_analysis/metrics/multi_label_confusion_matrix_plot_test.py ... |
| 2. | embr@google.com | tensorflow-extended-team@google.com |
35 shared files
tensorflow_model_analysis/evaluators/confidence_intervals_util.py tensorflow_model_analysis/evaluators/legacy_aggregate_test.py tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/slicer/slicer_test.py RELEASE.md tensorflow_model_analysis/static/vulcanized_tfma.js tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/extractors/unbatch_extractor.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py tensorflow_model_analysis/evaluators/legacy_poisson_bootstrap_test.py tensorflow_model_analysis/evaluators/poisson_bootstrap_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/evaluators/legacy_poisson_bootstrap.py tensorflow_model_analysis/metrics/__init__.py tensorflow_model_analysis/types.py tensorflow_model_analysis/evaluators/jackknife.py tensorflow_model_analysis/metrics/confusion_matrix_plot.py tensorflow_model_analysis/evaluators/jackknife_test.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py tensorflow_model_analysis/metrics/binary_confusion_matrices.py tensorflow_model_analysis/view/util.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py tensorflow_model_analysis/evaluators/legacy_metrics_and_plots_evaluator.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/metrics/tf_metric_wrapper.py tensorflow_model_analysis/evaluators/confidence_intervals_util_test.py tensorflow_model_analysis/metrics/binary_confusion_matrices_test.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/extractors/unbatch_extractor_test.py tensorflow_model_analysis/metrics/confusion_matrix_metrics_test.py tensorflow_model_analysis/metrics/metric_types.py tensorflow_model_analysis/metrics/confusion_matrix_metrics.py tensorflow_model_analysis/evaluators/poisson_bootstrap.py |
| 3. | tensorflow-extended-team@google.com | srjindal@google.com |
30 shared files
tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/demo/eval_compare_demo_index.html tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count_test.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate_test.py tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/fairness-nb-container_test.js tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/slicer/slicer_test.py RELEASE.md tensorflow_model_analysis/evaluators/counter_util_test.py tensorflow_model_analysis/static/vulcanized_tfma.js tensorflow_model_analysis/addons/fairness/metrics/__init__.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/__init__.py tensorflow_model_analysis/addons/fairness/metrics/lift.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/metrics/confusion_matrix_plot.py tensorflow_model_analysis/evaluators/jackknife_test.py tensorflow_model_analysis/metrics/calibration_histogram.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py tensorflow_model_analysis/metrics/binary_confusion_matrices.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate.py tensorflow_model_analysis/view/util.py tensorflow_model_analysis/addons/fairness/view/widget_view_test.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/addons/fairness/view/widget_view.py tensorflow_model_analysis/metrics/binary_confusion_matrices_test.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/metrics/metric_types.py tensorflow_model_analysis/addons/fairness/frontend/fairness-metric-and-slice-selector/fairness-metric-and-slice-selector.js tensorflow_model_analysis/addons/fairness/frontend/fairness-nb-container/demo/eval_compare_demo_index.js |
| 4. | mdreves@google.com | embr@google.com |
25 shared files
tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/slicer/slicer_test.py RELEASE.md tensorflow_model_analysis/view/util_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/metrics/__init__.py tensorflow_model_analysis/types.py tensorflow_model_analysis/evaluators/jackknife.py tensorflow_model_analysis/metrics/confusion_matrix_plot.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py tensorflow_model_analysis/metrics/binary_confusion_matrices.py tensorflow_model_analysis/view/util.py tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py tensorflow_model_analysis/evaluators/legacy_metrics_and_plots_evaluator.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/metrics/tf_metric_wrapper.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/extractors/unbatch_extractor_test.py tensorflow_model_analysis/metrics/confusion_matrix_metrics_test.py tensorflow_model_analysis/metrics/metric_types.py tensorflow_model_analysis/metrics/confusion_matrix_metrics.py |
| 5. | mdreves@google.com | srjindal@google.com |
21 shared files
tensorflow_model_analysis/proto/config.proto tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count_test.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate_test.py tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/slicer/slicer_test.py RELEASE.md tensorflow_model_analysis/evaluators/counter_util_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/addons/fairness/metrics/lift.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/addons/fairness/metrics/lift_test.py tensorflow_model_analysis/metrics/confusion_matrix_plot.py tensorflow_model_analysis/metrics/calibration_histogram.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py tensorflow_model_analysis/metrics/binary_confusion_matrices.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_rate.py tensorflow_model_analysis/view/util.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/metrics/metric_types.py |
| 6. | embr@google.com | srjindal@google.com |
16 shared files
tensorflow_model_analysis/proto/metrics_for_slice.proto tensorflow_model_analysis/slicer/slicer_lib.py tensorflow_model_analysis/slicer/slicer_test.py RELEASE.md tensorflow_model_analysis/static/vulcanized_tfma.js tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py tensorflow_model_analysis/metrics/confusion_matrix_plot.py tensorflow_model_analysis/evaluators/jackknife_test.py tensorflow_model_analysis/addons/fairness/metrics/counterfactual_fairness/flip_count.py tensorflow_model_analysis/metrics/binary_confusion_matrices.py tensorflow_model_analysis/view/util.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py tensorflow_model_analysis/metrics/binary_confusion_matrices_test.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/metrics/metric_types.py |
| 7. | mdreves@google.com | pachristopher@google.com |
14 shared files
tensorflow_model_analysis/util_test.py tensorflow_model_analysis/extractors/legacy_predict_extractor_test.py RELEASE.md tensorflow_model_analysis/util.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/post_export_metrics/post_export_metrics_test.py tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/extractors/legacy_predict_extractor.py tensorflow_model_analysis/addons/fairness/post_export_metrics/fairness_indicators_test.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/api/tfma_unit.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py |
| 8. | tensorflow-extended-team@google.com | pachristopher@google.com |
14 shared files
tensorflow_model_analysis/extractors/legacy_predict_extractor_test.py RELEASE.md tensorflow_model_analysis/util.py tensorflow_model_analysis/extractors/unbatch_extractor.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/post_export_metrics/post_export_metrics_test.py tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/__init__.py tensorflow_model_analysis/extractors/legacy_predict_extractor.py tensorflow_model_analysis/addons/fairness/post_export_metrics/fairness_indicators_test.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/api/tfma_unit.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py |
| 9. | mdreves@google.com | huanmingf@google.com |
7 shared files
tensorflow_model_analysis/proto/config.proto RELEASE.md tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/extractors/sql_slice_key_extractor.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/extractors/sql_slice_key_extractor_test.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py |
| 10. | tensorflow-extended-team@google.com | huanmingf@google.com |
7 shared files
tensorflow_model_analysis/proto/config.proto RELEASE.md tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/extractors/sql_slice_key_extractor.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/extractors/sql_slice_key_extractor_test.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py |
| 11. | tensorflow-extended-team@google.com | zhuo@google.com |
7 shared files
tensorflow_model_analysis/extractors/features_extractor_test.py RELEASE.md setup.py tensorflow_model_analysis/model_agnostic_eval/model_agnostic_extractor.py tensorflow_model_analysis/types.py tensorflow_model_analysis/extractors/features_extractor.py tensorflow_model_analysis/model_util.py |
| 12. | tensorflow-extended-team@google.com | dhruvesht@google.com |
6 shared files
tensorflow_model_analysis/version.py RELEASE.md setup.py g3doc/install.md README.md tensorflow_model_analysis/notebook/jupyter/js/package.json |
| 13. | mdreves@google.com | zhuo@google.com |
5 shared files
tensorflow_model_analysis/extractors/features_extractor_test.py RELEASE.md tensorflow_model_analysis/types.py tensorflow_model_analysis/extractors/features_extractor.py tensorflow_model_analysis/model_util.py |
| 14. | embr@google.com | pachristopher@google.com |
4 shared files
RELEASE.md tensorflow_model_analysis/extractors/unbatch_extractor.py tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py |
| 15. | huanmingf@google.com | pachristopher@google.com |
4 shared files
RELEASE.md tensorflow_model_analysis/extractors/slice_key_extractor.py tensorflow_model_analysis/api/model_eval_lib.py tensorflow_model_analysis/extractors/slice_key_extractor_test.py |
| 16. | jiyongjung@google.com | dhruvesht@google.com |
3 shared files
WORKSPACE RELEASE.md setup.py |
| 17. | srjindal@google.com | pachristopher@google.com |
3 shared files
RELEASE.md tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py |
| 18. | srjindal@google.com | huanmingf@google.com |
2 shared files
tensorflow_model_analysis/proto/config.proto RELEASE.md |
| 19. | embr@google.com | zhuo@google.com |
2 shared files
RELEASE.md tensorflow_model_analysis/types.py |
| 20. | tensorflow-extended-team@google.com | jiyongjung@google.com |
2 shared files
RELEASE.md setup.py |
| 21. | jiyongjung@google.com | zhuo@google.com |
2 shared files
RELEASE.md setup.py |
| 22. | dhruvesht@google.com | zhuo@google.com |
2 shared files
RELEASE.md setup.py |
| 23. | embr@google.com | jiyongjung@google.com |
1 shared file
RELEASE.md |
| 24. | embr@google.com | dhruvesht@google.com |
1 shared file
RELEASE.md |
| 25. | embr@google.com | huanmingf@google.com |
1 shared file
RELEASE.md |
| 26. | mdreves@google.com | jiyongjung@google.com |
1 shared file
RELEASE.md |
| 27. | mdreves@google.com | dhruvesht@google.com |
1 shared file
RELEASE.md |
| 28. | jiyongjung@google.com | srjindal@google.com |
1 shared file
RELEASE.md |
| 29. | jiyongjung@google.com | huanmingf@google.com |
1 shared file
RELEASE.md |
| 30. | jiyongjung@google.com | pachristopher@google.com |
1 shared file
RELEASE.md |
| 31. | srjindal@google.com | dhruvesht@google.com |
1 shared file
RELEASE.md |
| 32. | srjindal@google.com | zhuo@google.com |
1 shared file
RELEASE.md |
| 33. | dhruvesht@google.com | huanmingf@google.com |
1 shared file
RELEASE.md |
| 34. | dhruvesht@google.com | pachristopher@google.com |
1 shared file
RELEASE.md |
| 35. | huanmingf@google.com | zhuo@google.com |
1 shared file
RELEASE.md |
| 36. | zhuo@google.com | pachristopher@google.com |
1 shared file
RELEASE.md |
| 37. | tensorflow-extended-team@google.com | markdaoust@google.com |
1 shared file
tensorflow_model_analysis/tools/build_docs.py |
| 38. | tensorflow-extended-team@google.com | yashkatariya@google.com |
1 shared file
tensorflow_model_analysis/tools/build_docs.py |
| 39. | mdreves@google.com | markdaoust@google.com |
1 shared file
tensorflow_model_analysis/tools/build_docs.py |
| 40. | mdreves@google.com | yashkatariya@google.com |
1 shared file
tensorflow_model_analysis/tools/build_docs.py |
| 41. | markdaoust@google.com | yashkatariya@google.com |
1 shared file
tensorflow_model_analysis/tools/build_docs.py |
| 42. | dmarn@google.com | tensorflow-extended-team@google.com |
1 shared file
tensorflow_model_analysis/evaluators/evaluator.py |
| 43. | dmarn@google.com | mdreves@google.com |
1 shared file
tensorflow_model_analysis/evaluators/evaluator.py |
| 44. | chaomei@google.com | tensorflow-extended-team@google.com |
1 shared file
tensorflow_model_analysis/extractors/tflite_predict_extractor.py |
| 45. | chaomei@google.com | mdreves@google.com |
1 shared file
tensorflow_model_analysis/extractors/tflite_predict_extractor.py |
| 46. | tensorflow-extended-team@google.com | kathywu@google.com |
1 shared file
tensorflow_model_analysis/model_util.py |
| 47. | mdreves@google.com | kathywu@google.com |
1 shared file
tensorflow_model_analysis/model_util.py |
| 48. | kathywu@google.com | zhuo@google.com |
1 shared file
tensorflow_model_analysis/model_util.py |
| Contributor | # connections | # commits | |
|---|---|---|---|
| 1. | tensorflow-extended-team@google.com | 13 | 90 |
| 2. | mdreves@google.com | 13 | 41 |
| 3. | zhuo@google.com | 9 | 4 |
| 4. | embr@google.com | 8 | 24 |
| 5. | dhruvesht@google.com | 8 | 20 |
| 6. | srjindal@google.com | 8 | 13 |
| 7. | jiyongjung@google.com | 8 | 4 |
| 8. | pachristopher@google.com | 8 | 3 |
| 9. | huanmingf@google.com | 8 | 2 |
| 10. | markdaoust@google.com | 3 | 1 |
| 11. | kathywu@google.com | 3 | 1 |
| 12. | yashkatariya@google.com | 3 | 1 |
| 13. | dmarn@google.com | 2 | 1 |
| 14. | chaomei@google.com | 2 | 1 |
C-median: 8.0
A half of the contributors has more than 8.0 connections, and a half has less than this number.
C-mean: 6.8
An average number of connections a contributor has with other contributors.
C-index: 8.0
There are 8.0 contributors with 8.0 or more connections.