An overview of commit and contributor trends.
Timeline
Per Year
Latest commit date: 2022-01-21
| Commits |
4 |
373 |
189 |
| Contributors |
3 |
30 |
23 |
| 2022 | 2021 | 2020 |
Per Month
Latest commit date: 2022-01-21
| Commits |
4 |
23 |
196 |
63 |
13 |
8 |
2 |
12 |
7 |
10 |
14 |
7 |
18 |
11 |
16 |
11 |
27 |
66 |
9 |
12 |
10 |
18 |
7 |
2 |
| Contributors |
3 |
10 |
7 |
6 |
4 |
2 |
2 |
5 |
3 |
5 |
7 |
5 |
6 |
6 |
7 |
5 |
7 |
13 |
4 |
5 |
6 |
7 |
3 |
2 |
| 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 |
2020 02 |
Per Week
Latest commit date: 2022-01-21
| Commits |
3 |
0 |
1 |
0 |
4 |
3 |
4 |
24 |
72 |
37 |
57 |
18 |
22 |
16 |
7 |
18 |
8 |
3 |
0 |
0 |
5 |
3 |
0 |
1 |
1 |
2 |
0 |
0 |
0 |
1 |
4 |
6 |
0 |
1 |
2 |
1 |
4 |
0 |
5 |
2 |
2 |
0 |
2 |
0 |
4 |
4 |
5 |
4 |
2 |
0 |
1 |
3 |
6 |
3 |
5 |
2 |
2 |
6 |
2 |
0 |
2 |
3 |
5 |
6 |
1 |
3 |
1 |
3 |
9 |
6 |
11 |
1 |
10 |
36 |
19 |
4 |
0 |
1 |
1 |
5 |
1 |
5 |
3 |
5 |
0 |
0 |
1 |
2 |
4 |
1 |
5 |
8 |
1 |
3 |
3 |
2 |
1 |
2 |
2 |
0 |
0 |
1 |
1 |
0 |
| Contributors |
2 |
0 |
1 |
0 |
4 |
2 |
4 |
6 |
4 |
4 |
6 |
4 |
3 |
4 |
3 |
3 |
3 |
1 |
0 |
0 |
3 |
2 |
0 |
1 |
1 |
2 |
0 |
0 |
0 |
1 |
3 |
3 |
0 |
1 |
2 |
1 |
2 |
0 |
2 |
2 |
2 |
0 |
2 |
0 |
2 |
4 |
4 |
3 |
1 |
0 |
1 |
2 |
4 |
2 |
3 |
1 |
2 |
4 |
1 |
0 |
2 |
1 |
3 |
4 |
1 |
2 |
1 |
1 |
5 |
4 |
3 |
1 |
5 |
10 |
9 |
3 |
0 |
1 |
1 |
3 |
1 |
3 |
2 |
3 |
0 |
0 |
1 |
2 |
3 |
1 |
4 |
4 |
1 |
3 |
1 |
2 |
1 |
1 |
2 |
0 |
0 |
1 |
1 |
0 |
| 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 |
2020 02 03 |
2020 01 27 |
Per Day
Latest commit date: 2022-01-21
| Commits |
2 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
2 |
2 |
0 |
0 |
0 |
1 |
1 |
0 |
1 |
0 |
0 |
0 |
3 |
0 |
1 |
0 |
0 |
0 |
0 |
2 |
2 |
8 |
1 |
11 |
0 |
4 |
3 |
32 |
15 |
10 |
8 |
0 |
4 |
5 |
8 |
9 |
5 |
6 |
0 |
0 |
3 |
6 |
18 |
12 |
18 |
2 |
1 |
1 |
6 |
7 |
1 |
0 |
0 |
0 |
2 |
11 |
2 |
4 |
3 |
4 |
0 |
2 |
0 |
3 |
1 |
6 |
0 |
0 |
3 |
4 |
0 |
0 |
0 |
0 |
0 |
3 |
4 |
6 |
2 |
3 |
0 |
0 |
0 |
3 |
5 |
0 |
0 |
0 |
0 |
2 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
1 |
2 |
0 |
0 |
1 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
0 |
2 |
1 |
0 |
0 |
0 |
0 |
0 |
4 |
2 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
1 |
1 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
2 |
3 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
0 |
0 |
1 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
2 |
1 |
0 |
0 |
0 |
0 |
0 |
2 |
1 |
1 |
0 |
0 |
1 |
1 |
1 |
2 |
0 |
0 |
0 |
1 |
2 |
0 |
1 |
0 |
0 |
2 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
1 |
0 |
1 |
4 |
| Contributors |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
2 |
2 |
0 |
0 |
0 |
1 |
1 |
0 |
1 |
0 |
0 |
0 |
3 |
0 |
1 |
0 |
0 |
0 |
0 |
2 |
2 |
3 |
1 |
2 |
0 |
1 |
1 |
3 |
4 |
3 |
2 |
0 |
1 |
2 |
2 |
2 |
2 |
2 |
0 |
0 |
1 |
2 |
4 |
4 |
3 |
1 |
1 |
1 |
2 |
4 |
1 |
0 |
0 |
0 |
1 |
2 |
1 |
1 |
1 |
1 |
0 |
2 |
0 |
1 |
1 |
3 |
0 |
0 |
2 |
2 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
3 |
1 |
2 |
0 |
0 |
0 |
2 |
3 |
0 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
1 |
1 |
0 |
0 |
1 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
0 |
2 |
1 |
0 |
0 |
0 |
0 |
0 |
3 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
1 |
1 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
0 |
0 |
1 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
2 |
1 |
1 |
0 |
0 |
1 |
1 |
1 |
1 |
0 |
0 |
0 |
1 |
2 |
0 |
1 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
1 |
0 |
1 |
4 |
| 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 |
2021 02 02 |
2021 02 01 |
2021 01 31 |
2021 01 30 |
2021 01 29 |
2021 01 28 |
2021 01 27 |
2021 01 26 |
2021 01 25 |
2021 01 24 |
2021 01 23 |
2021 01 22 |
Contributors
Recent Contributors (19 = 5 veterans + 14 rookies)
Contributed in past 6 months (a rookie = the first contribution in past year)
Past 30 days (3):
Past 31 to 90 days (12):
Past 91 to 180 days (4):
Historical Contributors (25)
Last contributed more than 6 months ago
Contributors Matrix (Per Month)
| Commits (3m) |
Commit Days |
3
|
10
|
7
|
6
|
4
|
2
|
2
|
5
|
3
|
5
|
7
|
5
|
6
|
6
|
7
|
5
|
7
|
13
|
4
|
5
|
6
|
7
|
3
|
2
|
-
|
|
| asablayrolles@fb.com | 34 | 40 |
|
-
|
|
|
|
|
-
|
|
|
|
-
|
|
|
-
|
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
| sarthak.pati@pennmedicine.upenn.edu | 1 | 1 |
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
| krp@fb.com | 44 | 43 |
|
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|
|
-
|
-
|
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-
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-
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-
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-
|
-
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-
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|
-
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-
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|
-
|
| imironov@fb.com | 2 | 3 |
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| 49699333+dependabot[bot]@users.noreply.github.com | - | 8 |
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| davidet@fb.com | - | 28 |
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| touqir@ualberta.ca | - | 3 |
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| manimalek@fb.com | - | 25 |
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| me@madhavajay.com | - | 1 |
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| rongr@apache.org | - | 1 |
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| root@sandcastle2322.cln1.facebook.com | - | 1 |
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| akashb@fb.com | - | 2 |
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| stash@fb.com | - | 1 |
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| florian.tramer@gmail.com | - | 2 |
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| jmg-74@users.noreply.github.com | - | 1 |
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| zejunh@fb.com | - | 1 |
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| eddeleon@microsoft.com | - | 1 |
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| carlo12david@gmail.com | - | 1 |
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| Commits |
|
||||||||||||||||||||||||||||||
| Contributors |
|
44 contributors (566 commits):
| # | Contributor |
First Commit |
Latest Commit |
Commits Count |
File Updates (per extension) |
|---|---|---|---|---|---|
| 1. | shilov@fb.com | 2020-04-17 | 2021-12-10 | 191 (33%) | py (998), md (44), yml (40), rst (35), ipynb (31) |
| 2. | krp@fb.com | 2020-02-08 | 2022-01-04 | 90 (15%) | py (406), md (34), yml (11), ipynb (10), rst (6) |
| 3. | asablayrolles@fb.com | 2020-11-02 | 2022-01-21 | 70 (12%) | py (186), md (7), yml (3), js (2), ipynb (1) |
| 4. | davidet@fb.com | 2020-08-12 | 2021-04-02 | 42 (7%) | py (151), md (22), rst (20), yml (17), js (14) |
| 5. | yousefpour@fb.com | 2020-02-15 | 2021-12-16 | 39 (6%) | py (35), md (16), js (13), rst (10), lock (7) |
| 6. | manimalek@fb.com | 2020-03-03 | 2021-01-22 | 28 (4%) | py (111), md (3) |
| 7. | romovpa@fb.com | 2021-11-09 | 2021-12-01 | 14 (2%) | py (44), yml (3), txt (2) |
| 8. | sayanghosh@fb.com | 2020-08-21 | 2021-03-10 | 14 (2%) | py (20), md (3), json (2), sh (2), rst (2) |
| 9. | ngjhn@fb.com | 2020-04-07 | 2021-04-19 | 9 (1%) | py (12), ipynb (2), md (1), json (1) |
| 10. | 49699333+dependabot[bot]@users.noreply.github.com | 2020-11-26 | 2021-06-23 | 8 (1%) | lock (8), json (1) |
| 11. | pstock@fb.com | 2021-11-03 | 2021-11-09 | 7 (1%) | py (7), txt (1) |
| 12. | akashb@fb.com | 2020-06-30 | 2020-08-17 | 4 (<1%) | py (5) |
| 13. | imironov@fb.com | 2020-04-20 | 2021-12-22 | 3 (<1%) | md (3), py (1) |
| 14. | yousefpour.ashkan@gmail.com | 2021-11-18 | 2021-11-24 | 3 (<1%) | py (11), pt (1) |
| 15. | gcormode@fb.com | 2021-04-26 | 2021-04-26 | 3 (<1%) | ipynb (3) |
| 16. | touqir@ualberta.ca | 2021-02-25 | 2021-03-09 | 3 (<1%) | py (30) |
| 17. | 2020-08-20 | 2020-08-26 | 3 (<1%) | lock (2), py (1), json (1) | |
| 18. | jessicazhao@fb.com | 2021-12-10 | 2021-12-21 | 2 (<1%) | py (1), md (1) |
| 19. | birdx0810@gmail.com | 2021-12-10 | 2021-12-21 | 2 (<1%) | py (2) |
| 20. | theo.leffyr@gmail.com | 2021-12-03 | 2021-12-08 | 2 (<1%) | md (2) |
| 21. | jessijzhao@gmail.com | 2021-12-02 | 2021-12-03 | 2 (<1%) | ipynb (6), py (1) |
| 22. | oussamaberqi@fb.com | 2021-09-29 | 2021-10-22 | 2 (<1%) | py (6), md (1), yml (1), sh (1) |
| 23. | facebook-github-bot@users.noreply.github.com | 2021-05-26 | 2021-06-16 | 2 (<1%) | lock (2) |
| 24. | stash@fb.com | 2020-07-18 | 2020-07-18 | 2 (<1%) | py (2) |
| 25. | florian.tramer@gmail.com | 2020-05-28 | 2020-06-18 | 2 (<1%) | py (10) |
| 26. | sarthak.pati@pennmedicine.upenn.edu | 2022-01-20 | 2022-01-20 | 1 (<1%) | md (1), js (1), in (1) |
| 27. | royrinberg@gmail.com | 2021-12-02 | 2021-12-02 | 1 (<1%) | ipynb (1) |
| 28. | pierrestock@users.noreply.github.com | 2021-11-10 | 2021-11-10 | 1 (<1%) | txt (1) |
| 29. | romovpa@gmail.com | 2021-10-15 | 2021-10-15 | 1 (<1%) | py (12), rst (3) |
| 30. | pierre@tholoniat.com | 2021-09-01 | 2021-09-01 | 1 (<1%) | py (10) |
| 31. | ezyang@fb.com | 2021-07-30 | 2021-07-30 | 1 (<1%) | py (2) |
| 32. | moh.malekzadeh@gmail.com | 2021-04-14 | 2021-04-14 | 1 (<1%) | py (1), ipynb (1) |
| 33. | elrohir@163.com | 2021-03-04 | 2021-03-04 | 1 (<1%) | py (5) |
| 34. | constance.beguier@owkin.com | 2021-02-25 | 2021-02-25 | 1 (<1%) | py (11), md (4), ipynb (3), yml (1) |
| 35. | me@madhavajay.com | 2021-01-22 | 2021-01-22 | 1 (<1%) | py (3), yml (1), sh (1), ps1 (1) |
| 36. | rongr@apache.org | 2020-11-10 | 2020-11-10 | 1 (<1%) | py (1) |
| 37. | tay.yang.shun@gmail.com | 2020-08-28 | 2020-08-28 | 1 (<1%) | js (2) |
| 38. | root@sandcastle2322.cln1.facebook.com | 2020-08-26 | 2020-08-26 | 1 (<1%) | py (1) |
| 39. | root@sandcastle3152.lla1.facebook.com | 2020-08-20 | 2020-08-20 | 1 (<1%) | py (2) |
| 40. | root@sandcastle4744.frc1.facebook.com | 2020-08-18 | 2020-08-18 | 1 (<1%) | py (2) |
| 41. | jmg-74@users.noreply.github.com | 2020-05-11 | 2020-05-11 | 1 (<1%) | py (1), md (1) |
| 42. | zejunh@fb.com | 2020-05-02 | 2020-05-02 | 1 (<1%) | py (1) |
| 43. | eddeleon@microsoft.com | 2020-04-24 | 2020-04-24 | 1 (<1%) | md (1) |
| 44. | carlo12david@gmail.com | 2020-03-03 | 2020-03-03 | 1 (<1%) | md (1) |
Contributor Dependencies
A contributor dependency is detected if two contributors have changed the same files in the past 35600 days.
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: 13.6
An average number of connections a contributor has with other contributors.
C-index: 14.0
There are 14.0 contributors with 14.0 or more connections.
Most Connected Contributors
| Contributor | # connections | # commits | |
|---|---|---|---|
| 1. | shilov@fb.com | 39 | 191 |
| 2. | krp@fb.com | 39 | 90 |
| 3. | davidet@fb.com | 39 | 42 |
| 4. | yousefpour@fb.com | 34 | 39 |
| 5. | asablayrolles@fb.com | 31 | 70 |
| 6. | manimalek@fb.com | 29 | 28 |
| 7. | constance.beguier@owkin.com | 24 | 1 |
| 8. | sayanghosh@fb.com | 22 | 14 |
| 9. | ngjhn@fb.com | 19 | 9 |
| 10. | yousefpour.ashkan@gmail.com | 17 | 3 |
| 11. | jessijzhao@gmail.com | 17 | 2 |
| 12. | pierre@tholoniat.com | 17 | 1 |
| 13. | romovpa@fb.com | 16 | 14 |
| 14. | oussamaberqi@fb.com | 15 | 2 |
| 15. | romovpa@gmail.com | 15 | 1 |
| 16. | birdx0810@gmail.com | 14 | 2 |
| 17. | imironov@fb.com | 12 | 3 |
| 18. | gcormode@fb.com | 11 | 3 |
| 19. | touqir@ualberta.ca | 11 | 3 |
| 20. | florian.tramer@gmail.com | 11 | 2 |
| 21. | sarthak.pati@pennmedicine.upenn.edu | 11 | 1 |
| 22. | jmg-74@users.noreply.github.com | 11 | 1 |
| 23. | eddeleon@microsoft.com | 11 | 1 |
| 24. | carlo12david@gmail.com | 11 | 1 |
| 25. | 10 | 3 | |
| 26. | moh.malekzadeh@gmail.com | 10 | 1 |
| 27. | root@sandcastle3152.lla1.facebook.com | 10 | 1 |
| 28. | elrohir@163.com | 9 | 1 |
| 29. | pstock@fb.com | 8 | 7 |
| 30. | me@madhavajay.com | 8 | 1 |
| 31. | root@sandcastle4744.frc1.facebook.com | 8 | 1 |
| 32. | jessicazhao@fb.com | 7 | 2 |
| 33. | royrinberg@gmail.com | 7 | 1 |
| 34. | ezyang@fb.com | 7 | 1 |
| 35. | akashb@fb.com | 6 | 4 |
| 36. | theo.leffyr@gmail.com | 6 | 2 |
| 37. | 49699333+dependabot[bot]@users.noreply.github.com | 5 | 8 |
| 38. | facebook-github-bot@users.noreply.github.com | 5 | 2 |
| 39. | tay.yang.shun@gmail.com | 5 | 1 |
| 40. | zejunh@fb.com | 5 | 1 |
| 41. | pierrestock@users.noreply.github.com | 4 | 1 |
| 42. | rongr@apache.org | 2 | 1 |
| 43. | stash@fb.com | 1 | 2 |
| 44. | root@sandcastle2322.cln1.facebook.com | 1 | 1 |
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.
krp@fb.com
shilov@fb.com
123 shared files
website/sphinx/source/dp_rnn.rst
opacus/optimizers/utils.py
opacus/scheduler.py
opacus/optimizer.py
opacus/tests/randomness_test.py
opacus/optimizers/ddp_perlayeroptimizer.py
CONTRIBUTING.md
opacus/privacy_engine.py
opacus/validators/errors.py
opacus/validators/multihead_attention.py
opacus/README.md
opacus/tests/grad_sample_module_test.py
opacus/supported_layers_grad_samplers.py
opacus/grad_sample/group_norm.py
website/sphinx/source/per_sample_gradients.rst
tutorials/building_image_classifier.ipynb
requirements.txt
opacus/tests/distributed_poisson_test.py
opacus/distributed.py
torchdp/supported_layers_grad_samplers.py
website/sphinx/source/layers.rst
torchdp/utils.py
docs/faq.md
opacus/accountants/accountant.py
opacus/validators/__init__.py
tutorials/building_lstm_name_classifier.ipynb
torchdp/privacy_engine.py
opacus/utils/module_inspection.py
scripts/pytorch_install.sh
website/pages/tutorials/index.js
setup.py
opacus/layers/dp_multihead_attention.py
opacus/validators/ddp.py
torchdp/layers/dp_multihead_attention.py
opacus/utils/packed_sequences.py
opacus/tests/validators/lstm_test.py
CHANGELOG.md
opacus/tests/validators/__init__.py
opacus/grad_sample/dp_multihead_attention.py
.github/workflows/test-installation.yml
opacus/layers/__init__.py
opacus/optimizers/perlayeroptimizer.py
opacus/tests/validators/multihead_attention_test.py
opacus/tests/grad_samples/dp_rnn_test.py
opacus/grad_sample/conv.py
opacus/tests/module_validator_test.py
torchdp/test/privacy_engine_test.py
opacus/grad_sample/embedding.py
opacus/layers/param_rename.py
opacus/optimizers/__init__.py
opacus/accountants/__init__.py
opacus/validators/batch_norm.py
opacus/grad_sample/linear.py
opacus/tests/virtual_step_test.py
scripts/pytorch_install.ps1
opacus/scripts/compute_dp_sgd_privacy.py
tutorials/guide_module_validator.ipynb
examples/dcgan.py
opacus/tests/privacy_engine_test.py
torchdp/autograd_grad_sample.py
torchdp/dp_model_inspector.py
opacus/tests/docstring_examples_test.py
opacus/grad_sample/dp_rnn.py
torchdp/per_sample_gradient_clip.py
dev_requirements.txt
opacus/utils/tensor_utils.py
opacus/tests/grad_samples/conv2d_test.py
opacus/grad_sample/__init__.py
opacus/version.py
opacus/tests/accountants_test.py
opacus/validators/lstm.py
opacus/accountants/utils.py
opacus/accountants/analysis/gdp.py
opacus/tests/multigpu_gradcheck.py
opacus/tests/scheduler_test.py
opacus/__init__.py
scripts/install_via_pip.sh
opacus/utils/module_utils.py
opacus/tests/batch_memory_manager_test.py
opacus/utils/stats.py
.circleci/config.yml
opacus/accountants/gdp.py
run_results_imdb_classification.pt
opacus/tests/validators/batch_norm_test.py
tutorials/building_text_classifier.ipynb
website/pages/en/index.js
opacus/tests/poisson_test.py
examples/mnist.py
opacus/tests/ddp_hook_check.py
opacus/accountants/analysis/rdp.py
.github/workflows/python-publish.yml
opacus/tests/validators/ddp_test.py
opacus/dp_model_inspector.py
Migration_Guide.md
opacus/tests/validators/instance_norm_test.py
website/tutorials.json
opacus/optimizers/ddpoptimizer.py
opacus/validators/module_validator.py
opacus/grad_sample/instance_norm.py
opacus/grad_sample/utils.py
...
2.
shilov@fb.com
asablayrolles@fb.com
65 shared files
opacus/scheduler.py
opacus/optimizer.py
opacus/optimizers/ddp_perlayeroptimizer.py
.github/ISSUE_TEMPLATE/bug-report.md
CONTRIBUTING.md
opacus/privacy_engine.py
opacus/README.md
opacus/tests/grad_sample_module_test.py
opacus/supported_layers_grad_samplers.py
opacus/grad_sample/group_norm.py
opacus/tests/distributed_poisson_test.py
opacus/distributed.py
docs/faq.md
opacus/accountants/accountant.py
opacus/validators/__init__.py
tutorials/building_lstm_name_classifier.ipynb
opacus/accountant.py
website/core/Tutorial.js
opacus/grad_sample/dp_multihead_attention.py
.github/workflows/test-installation.yml
opacus/layers/__init__.py
opacus/optimizers/perlayeroptimizer.py
opacus/grad_sample/conv.py
opacus/accountants/analysis/__init__.py
.gitignore
opacus/grad_sample/embedding.py
opacus/optimizers/__init__.py
opacus/accountants/__init__.py
opacus/grad_sample/linear.py
opacus/tests/privacy_engine_test.py
opacus/utils/tensor_utils.py
opacus/tests/grad_samples/conv2d_test.py
opacus/grad_sample/__init__.py
opacus/tests/accountants_test.py
opacus/accountants/analysis/gdp.py
opacus/tests/multigpu_gradcheck.py
opacus/tests/scheduler_test.py
.circleci/config.yml
opacus/accountants/gdp.py
opacus/layers/dp_ddp.py
opacus/tests/poisson_test.py
opacus/tests/ddp_hook_check.py
opacus/accountants/analysis/rdp.py
opacus/dp_model_inspector.py
opacus/optimizers/ddpoptimizer.py
opacus/grad_sample/instance_norm.py
opacus/grad_sample/utils.py
opacus/grad_sample/layer_norm.py
opacus/tests/layers_grad_test.py
opacus/utils/batch_memory_manager.py
opacus/tests/dpdataloader_test.py
README.md
examples/cifar10.py
examples/vision_benchmark.py
opacus/privacy_analysis.py
opacus/accountants/rdp.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
opacus/utils/uniform_sampler.py
opacus/grad_sample/grad_sample_module.py
examples/char-lstm-classification.py
opacus/grad_sample/dp_lstm.py
website/siteConfig.js
opacus/tests/grad_samples/common.py
opacus/data_loader.py
3.
shilov@fb.com
davidet@fb.com
61 shared files
opacus/tests/dp_layers/dp_lstm_test.py
.github/ISSUE_TEMPLATE/bug-report.md
CONTRIBUTING.md
opacus/privacy_engine.py
opacus/README.md
opacus/supported_layers_grad_samplers.py
requirements.txt
website/sphinx/source/privacy_engine.rst
docs/faq.md
torchdp/utils/stats.py
examples/imdb_README.md
torchdp/privacy_engine.py
opacus/utils/module_inspection.py
website/pages/tutorials/index.js
setup.py
opacus/layers/dp_multihead_attention.py
torchdp/layers/dp_multihead_attention.py
website/core/Tutorial.js
CHANGELOG.md
opacus/layers/__init__.py
opacus/layers/param_rename.py
opacus/tests/grad_samples/embedding_test.py
opacus/tests/grad_samples/linear_test.py
opacus/tests/dp_layers/dp_multihead_attention_test.py
opacus/scripts/compute_dp_sgd_privacy.py
examples/dcgan.py
opacus/tests/privacy_engine_test.py
torchdp/dp_model_inspector.py
opacus/tests/docstring_examples_test.py
torchdp/per_sample_gradient_clip.py
dev_requirements.txt
opacus/utils/tensor_utils.py
torchdp/utils/module_inspection.py
torchdp/utils/module_modification.py
opacus/tests/grad_samples/conv2d_test.py
opacus/version.py
website/sphinx/source/index.rst
opacus/__init__.py
scripts/install_via_pip.sh
opacus/utils/stats.py
.circleci/config.yml
tutorials/building_text_classifier.ipynb
website/pages/en/index.js
torchdp/layers/__init__.py
opacus/tests/grad_samples/sequence_bias_test.py
examples/mnist.py
opacus/dp_model_inspector.py
website/tutorials.json
examples/imdb.py
opacus/tests/layers_grad_test.py
torchdp/scripts/compute_dp_sgd_privacy.py
README.md
examples/cifar10.py
opacus/privacy_analysis.py
opacus/tests/dp_layers/common.py
opacus/per_sample_gradient_clip.py
website/static/css/custom.css
examples/char-lstm-classification.py
website/siteConfig.js
website/sphinx/source/per_sample_gradient_clip.rst
opacus/tests/grad_samples/common.py
4.
krp@fb.com
asablayrolles@fb.com
57 shared files
opacus/scheduler.py
opacus/optimizer.py
opacus/optimizers/ddp_perlayeroptimizer.py
CONTRIBUTING.md
opacus/privacy_engine.py
opacus/README.md
opacus/tests/grad_sample_module_test.py
opacus/supported_layers_grad_samplers.py
opacus/grad_sample/group_norm.py
opacus/tests/distributed_poisson_test.py
opacus/distributed.py
docs/faq.md
opacus/accountants/accountant.py
opacus/validators/__init__.py
tutorials/building_lstm_name_classifier.ipynb
opacus/grad_sample/dp_multihead_attention.py
.github/workflows/test-installation.yml
opacus/layers/__init__.py
opacus/optimizers/perlayeroptimizer.py
opacus/grad_sample/conv.py
opacus/grad_sample/embedding.py
opacus/optimizers/__init__.py
opacus/accountants/__init__.py
opacus/grad_sample/linear.py
opacus/tests/privacy_engine_test.py
opacus/utils/tensor_utils.py
opacus/tests/grad_samples/conv2d_test.py
opacus/grad_sample/__init__.py
opacus/tests/accountants_test.py
opacus/accountants/analysis/gdp.py
opacus/tests/multigpu_gradcheck.py
opacus/tests/scheduler_test.py
.circleci/config.yml
opacus/accountants/gdp.py
opacus/tests/poisson_test.py
opacus/tests/ddp_hook_check.py
opacus/accountants/analysis/rdp.py
opacus/dp_model_inspector.py
opacus/optimizers/ddpoptimizer.py
opacus/grad_sample/instance_norm.py
opacus/grad_sample/utils.py
opacus/grad_sample/layer_norm.py
opacus/autograd_grad_sample.py
opacus/utils/batch_memory_manager.py
README.md
examples/cifar10.py
examples/vision_benchmark.py
opacus/accountants/rdp.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
opacus/utils/uniform_sampler.py
opacus/grad_sample/grad_sample_module.py
examples/char-lstm-classification.py
opacus/grad_sample/dp_lstm.py
website/siteConfig.js
opacus/tests/grad_samples/common.py
opacus/data_loader.py
5.
krp@fb.com
davidet@fb.com
53 shared files
CONTRIBUTING.md
opacus/privacy_engine.py
opacus/README.md
opacus/supported_layers_grad_samplers.py
requirements.txt
website/package.json
docs/faq.md
torchdp/privacy_engine.py
opacus/utils/module_inspection.py
website/pages/tutorials/index.js
setup.py
opacus/layers/dp_multihead_attention.py
torchdp/layers/dp_multihead_attention.py
website/yarn.lock
CHANGELOG.md
opacus/layers/__init__.py
website/scripts/parse_tutorials.py
docs/readme.md
opacus/layers/param_rename.py
opacus/scripts/compute_dp_sgd_privacy.py
examples/dcgan.py
opacus/tests/privacy_engine_test.py
torchdp/dp_model_inspector.py
opacus/tests/docstring_examples_test.py
torchdp/per_sample_gradient_clip.py
dev_requirements.txt
opacus/utils/tensor_utils.py
opacus/tests/grad_samples/conv2d_test.py
opacus/utils/clipping.py
opacus/version.py
opacus/__init__.py
scripts/install_via_pip.sh
opacus/utils/stats.py
.circleci/config.yml
website/scripts/build_website.sh
tutorials/building_text_classifier.ipynb
website/pages/en/index.js
examples/mnist.py
opacus/dp_model_inspector.py
website/tutorials.json
opacus/tests/per_sample_gradient_test.py
opacus/utils/module_modification.py
examples/imdb.py
opacus/autograd_grad_sample.py
README.md
examples/cifar10.py
opacus/utils/tests/module_modification_test.py
opacus/tests/dp_layers/common.py
opacus/per_sample_gradient_clip.py
website/static/css/custom.css
examples/char-lstm-classification.py
website/siteConfig.js
opacus/tests/grad_samples/common.py
6.
yousefpour@fb.com
shilov@fb.com
39 shared files
.github/ISSUE_TEMPLATE/bug-report.md
opacus/privacy_engine.py
opacus/README.md
opacus/supported_layers_grad_samplers.py
website/sphinx/source/per_sample_gradients.rst
docs/faq.md
torchdp/privacy_engine.py
opacus/utils/module_inspection.py
scripts/pytorch_install.sh
website/pages/tutorials/index.js
opacus/layers/dp_multihead_attention.py
website/core/Tutorial.js
opacus/utils/packed_sequences.py
opacus/grad_sample/conv.py
website/sphinx/source/utils.rst
torchdp/test/privacy_engine_test.py
opacus/grad_sample/linear.py
scripts/pytorch_install.ps1
examples/imagenet.py
opacus/scripts/compute_dp_sgd_privacy.py
opacus/utils/tensor_utils.py
opacus/version.py
website/sphinx/source/index.rst
opacus/utils/stats.py
tutorials/building_text_classifier.ipynb
website/pages/en/index.js
examples/mnist.py
opacus/dp_model_inspector.py
Migration_Guide.md
website/tutorials.json
opacus/grad_sample/utils.py
torchdp/scripts/compute_dp_sgd_privacy.py
README.md
opacus/privacy_analysis.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
website/static/css/custom.css
opacus/grad_sample/grad_sample_module.py
website/siteConfig.js
7.
krp@fb.com
yousefpour@fb.com
37 shared files
opacus/privacy_engine.py
opacus/README.md
opacus/supported_layers_grad_samplers.py
website/sphinx/source/per_sample_gradients.rst
website/package.json
docs/faq.md
torchdp/privacy_engine.py
opacus/utils/module_inspection.py
scripts/pytorch_install.sh
website/pages/tutorials/index.js
opacus/layers/dp_multihead_attention.py
website/yarn.lock
opacus/utils/packed_sequences.py
opacus/grad_sample/conv.py
torchdp/test/privacy_engine_test.py
opacus/grad_sample/linear.py
scripts/pytorch_install.ps1
opacus/scripts/compute_dp_sgd_privacy.py
opacus/utils/tensor_utils.py
opacus/utils/clipping.py
opacus/version.py
opacus/utils/stats.py
tutorials/building_text_classifier.ipynb
website/pages/en/index.js
examples/mnist.py
opacus/dp_model_inspector.py
Migration_Guide.md
website/tutorials.json
opacus/grad_sample/utils.py
opacus/utils/module_modification.py
opacus/autograd_grad_sample.py
README.md
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
website/static/css/custom.css
opacus/grad_sample/grad_sample_module.py
website/siteConfig.js
8.
yousefpour@fb.com
davidet@fb.com
35 shared files
website/core/Footer.js
.github/ISSUE_TEMPLATE/bug-report.md
opacus/privacy_engine.py
opacus/README.md
opacus/supported_layers_grad_samplers.py
website/package.json
docs/faq.md
docs/introduction.md
torchdp/privacy_engine.py
opacus/utils/module_inspection.py
website/pages/tutorials/index.js
opacus/layers/dp_multihead_attention.py
website/yarn.lock
website/core/Tutorial.js
opacus/scripts/compute_dp_sgd_privacy.py
opacus/utils/tensor_utils.py
opacus/utils/clipping.py
opacus/version.py
website/sphinx/source/index.rst
opacus/layers/dp_lstm.py
opacus/utils/stats.py
tutorials/building_text_classifier.ipynb
website/pages/en/index.js
examples/mnist.py
opacus/dp_model_inspector.py
website/tutorials.json
opacus/utils/module_modification.py
opacus/autograd_grad_sample.py
website/sidebars.json
torchdp/scripts/compute_dp_sgd_privacy.py
README.md
opacus/privacy_analysis.py
opacus/per_sample_gradient_clip.py
website/static/css/custom.css
website/siteConfig.js
9.
shilov@fb.com
manimalek@fb.com
29 shared files
opacus/privacy_engine.py
opacus/supported_layers_grad_samplers.py
torchdp/supported_layers_grad_samplers.py
torchdp/utils.py
torchdp/utils/stats.py
torchdp/privacy_engine.py
setup.py
torchdp/layers/dp_multihead_attention.py
torchdp/test/privacy_engine_test.py
opacus/tests/virtual_step_test.py
examples/imagenet.py
examples/dcgan.py
torchdp/autograd_grad_sample.py
torchdp/dp_model_inspector.py
opacus/tests/docstring_examples_test.py
torchdp/per_sample_gradient_clip.py
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opacus/version.py
opacus/__init__.py
opacus/utils/stats.py
torchdp/test/per_sample_gradient_test.py
examples/mnist.py
torchdp/test/layers_grad_test.py
examples/imdb.py
torchdp/scripts/compute_dp_sgd_privacy.py
README.md
opacus/per_sample_gradient_clip.py
torchdp/test/dp_model_inspector_test.py
10.
asablayrolles@fb.com
davidet@fb.com
26 shared files
.github/ISSUE_TEMPLATE/bug-report.md
CONTRIBUTING.md
opacus/privacy_engine.py
opacus/README.md
opacus/supported_layers_grad_samplers.py
opacus/tests/grad_samples/dp_lstm_test.py
docs/faq.md
opacus/tests/per_sample_gradient_clip_test.py
website/core/Tutorial.js
opacus/layers/__init__.py
opacus/tests/privacy_engine_test.py
opacus/utils/tensor_utils.py
opacus/tests/grad_samples/conv2d_test.py
opacus/layers/dp_lstm.py
.circleci/config.yml
opacus/dp_model_inspector.py
opacus/autograd_grad_sample.py
opacus/tests/dp_layers_test.py
opacus/tests/layers_grad_test.py
README.md
examples/cifar10.py
opacus/privacy_analysis.py
opacus/per_sample_gradient_clip.py
examples/char-lstm-classification.py
website/siteConfig.js
opacus/tests/grad_samples/common.py
11.
davidet@fb.com
manimalek@fb.com
24 shared files
opacus/privacy_engine.py
opacus/supported_layers_grad_samplers.py
torchdp/utils/clipping.py
torchdp/utils/stats.py
torchdp/privacy_engine.py
setup.py
torchdp/layers/dp_multihead_attention.py
torchdp/utils/tests/module_inspection_test.py
examples/dcgan.py
torchdp/dp_model_inspector.py
opacus/tests/docstring_examples_test.py
torchdp/per_sample_gradient_clip.py
torchdp/utils/module_inspection.py
torchdp/utils/module_modification.py
opacus/utils/clipping.py
opacus/version.py
opacus/__init__.py
opacus/utils/stats.py
examples/mnist.py
torchdp/utils/tests/module_modification_test.py
examples/imdb.py
torchdp/scripts/compute_dp_sgd_privacy.py
README.md
opacus/per_sample_gradient_clip.py
12.
krp@fb.com
manimalek@fb.com
23 shared files
opacus/privacy_engine.py
opacus/supported_layers_grad_samplers.py
torchdp/supported_layers_grad_samplers.py
torchdp/utils.py
torchdp/privacy_engine.py
torchdp/test/per_sample_gradient_clip_test.py
setup.py
torchdp/layers/dp_multihead_attention.py
torchdp/test/privacy_engine_test.py
opacus/tests/virtual_step_test.py
examples/dcgan.py
torchdp/autograd_grad_sample.py
torchdp/dp_model_inspector.py
opacus/tests/docstring_examples_test.py
torchdp/per_sample_gradient_clip.py
opacus/utils/clipping.py
opacus/version.py
opacus/__init__.py
opacus/utils/stats.py
examples/mnist.py
examples/imdb.py
README.md
opacus/per_sample_gradient_clip.py
13.
touqir@ualberta.ca
davidet@fb.com
19 shared files
opacus/tests/dp_layers/dp_lstm_test.py
opacus/tests/grad_samples/conv1d_test.py
opacus/tests/grad_samples/instance_norm3d_test.py
opacus/supported_layers_grad_samplers.py
opacus/tests/grad_samples/dp_lstm_test.py
opacus/tests/grad_samples/layer_norm_test.py
opacus/tests/grad_samples/embedding_test.py
opacus/tests/grad_samples/linear_test.py
opacus/tests/grad_samples/group_norm_test.py
opacus/tests/grad_samples/dp_multihead_attention_test.py
opacus/tests/grad_samples/conv3d_test.py
opacus/tests/grad_samples/instance_norm2d_test.py
opacus/tests/grad_samples/conv2d_test.py
opacus/layers/dp_lstm.py
opacus/tests/grad_samples/sequence_bias_test.py
opacus/autograd_grad_sample.py
opacus/tests/dp_layers/common.py
opacus/tests/grad_samples/instance_norm1d_test.py
opacus/tests/grad_samples/common.py
14.
yousefpour@fb.com
asablayrolles@fb.com
19 shared files
.github/ISSUE_TEMPLATE/bug-report.md
opacus/privacy_engine.py
opacus/README.md
opacus/supported_layers_grad_samplers.py
docs/faq.md
website/core/Tutorial.js
opacus/grad_sample/conv.py
opacus/grad_sample/linear.py
opacus/utils/tensor_utils.py
opacus/layers/dp_lstm.py
opacus/dp_model_inspector.py
opacus/grad_sample/utils.py
opacus/autograd_grad_sample.py
README.md
opacus/privacy_analysis.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
opacus/grad_sample/grad_sample_module.py
website/siteConfig.js
15.
davidet@fb.com
sayanghosh@fb.com
17 shared files
examples/char-lstm_README.md
opacus/privacy_engine.py
setup.py
opacus/tests/grad_samples/dp_lstm.py
CHANGELOG.md
website/scripts/parse_tutorials.py
opacus/tests/privacy_engine_test.py
torchdp/dp_model_inspector.py
torchdp/per_sample_gradient_clip.py
opacus/version.py
opacus/layers/dp_lstm.py
scripts/install_via_pip.sh
website/scripts/build_website.sh
website/scripts/parse_sphinx.py
torchdp/layers/__init__.py
website/tutorials.json
examples/char-lstm-classification.py
16.
sayanghosh@fb.com
shilov@fb.com
17 shared files
opacus/tests/grad_samples/conv3d.py
opacus/privacy_engine.py
torchdp/test/dp_layers_test.py
torchdp/supported_layers_grad_samplers.py
website/sphinx/source/layers.rst
tutorials/building_lstm_name_classifier.ipynb
setup.py
CHANGELOG.md
opacus/tests/privacy_engine_test.py
torchdp/dp_model_inspector.py
torchdp/per_sample_gradient_clip.py
opacus/version.py
scripts/install_via_pip.sh
torchdp/layers/__init__.py
torchdp/test/layers_grad_test.py
website/tutorials.json
examples/char-lstm-classification.py
17.
krp@fb.com
constance.beguier@owkin.com
17 shared files
opacus/privacy_engine.py
tutorials/building_image_classifier.ipynb
docs/faq.md
tutorials/building_lstm_name_classifier.ipynb
opacus/tests/virtual_step_test.py
examples/dcgan.py
opacus/tests/privacy_engine_test.py
opacus/tests/docstring_examples_test.py
.circleci/config.yml
tutorials/building_text_classifier.ipynb
examples/mnist.py
examples/imdb.py
README.md
examples/cifar10.py
opacus/utils/tests/module_modification_test.py
opacus/utils/uniform_sampler.py
examples/char-lstm-classification.py
18.
shilov@fb.com
constance.beguier@owkin.com
16 shared files
opacus/privacy_engine.py
tutorials/building_image_classifier.ipynb
docs/faq.md
tutorials/building_lstm_name_classifier.ipynb
opacus/tests/virtual_step_test.py
examples/dcgan.py
opacus/tests/privacy_engine_test.py
opacus/tests/docstring_examples_test.py
.circleci/config.yml
tutorials/building_text_classifier.ipynb
examples/mnist.py
examples/imdb.py
README.md
examples/cifar10.py
opacus/utils/uniform_sampler.py
examples/char-lstm-classification.py
19.
krp@fb.com
romovpa@gmail.com
15 shared files
website/sphinx/source/dp_rnn.rst
website/sphinx/source/per_sample_gradients.rst
website/sphinx/source/layers.rst
opacus/utils/packed_sequences.py
opacus/layers/__init__.py
opacus/tests/grad_samples/dp_rnn_test.py
opacus/layers/param_rename.py
opacus/grad_sample/dp_rnn.py
opacus/grad_sample/__init__.py
opacus/tests/dp_layers/common.py
opacus/layers/dp_rnn.py
opacus/grad_sample/grad_sample_module.py
examples/char-lstm-classification.py
opacus/tests/grad_samples/common.py
opacus/tests/dp_layers/dp_rnn_test.py
20.
shilov@fb.com
romovpa@gmail.com
15 shared files
website/sphinx/source/dp_rnn.rst
website/sphinx/source/per_sample_gradients.rst
website/sphinx/source/layers.rst
opacus/utils/packed_sequences.py
opacus/layers/__init__.py
opacus/tests/grad_samples/dp_rnn_test.py
opacus/layers/param_rename.py
opacus/grad_sample/dp_rnn.py
opacus/grad_sample/__init__.py
opacus/tests/dp_layers/common.py
opacus/layers/dp_rnn.py
opacus/grad_sample/grad_sample_module.py
examples/char-lstm-classification.py
opacus/tests/grad_samples/common.py
opacus/tests/dp_layers/dp_rnn_test.py
21.
shilov@fb.com
romovpa@fb.com
15 shared files
opacus/privacy_engine.py
opacus/layers/dp_multihead_attention.py
opacus/layers/param_rename.py
opacus/scripts/compute_dp_sgd_privacy.py
dev_requirements.txt
opacus/utils/tensor_utils.py
examples/mnist_lightning.py
opacus/utils/stats.py
.circleci/config.yml
opacus/accountants/analysis/rdp.py
opacus/grad_sample/utils.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
conftest.py
opacus/validators/utils.py
22.
krp@fb.com
sayanghosh@fb.com
15 shared files
opacus/privacy_engine.py
torchdp/supported_layers_grad_samplers.py
website/sphinx/source/layers.rst
tutorials/building_lstm_name_classifier.ipynb
setup.py
CHANGELOG.md
website/scripts/parse_tutorials.py
opacus/tests/privacy_engine_test.py
torchdp/dp_model_inspector.py
torchdp/per_sample_gradient_clip.py
opacus/version.py
scripts/install_via_pip.sh
website/scripts/build_website.sh
website/tutorials.json
examples/char-lstm-classification.py
23.
constance.beguier@owkin.com
davidet@fb.com
14 shared files
examples/char-lstm_README.md
opacus/privacy_engine.py
docs/faq.md
examples/dcgan.py
opacus/tests/privacy_engine_test.py
opacus/tests/docstring_examples_test.py
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tutorials/building_text_classifier.ipynb
examples/mnist.py
examples/imdb.py
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examples/cifar10.py
opacus/utils/tests/module_modification_test.py
examples/char-lstm-classification.py
24.
krp@fb.com
romovpa@fb.com
14 shared files
opacus/privacy_engine.py
opacus/layers/dp_multihead_attention.py
opacus/layers/param_rename.py
opacus/scripts/compute_dp_sgd_privacy.py
dev_requirements.txt
opacus/utils/tensor_utils.py
opacus/utils/stats.py
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opacus/accountants/analysis/rdp.py
opacus/grad_sample/utils.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
conftest.py
opacus/validators/utils.py
25.
yousefpour@fb.com
manimalek@fb.com
13 shared files
opacus/privacy_engine.py
opacus/supported_layers_grad_samplers.py
torchdp/privacy_engine.py
torchdp/test/privacy_engine_test.py
examples/imagenet.py
examples/imagenet_README.md
opacus/utils/clipping.py
opacus/version.py
opacus/utils/stats.py
examples/mnist.py
torchdp/scripts/compute_dp_sgd_privacy.py
README.md
opacus/per_sample_gradient_clip.py
26.
shilov@fb.com
yousefpour.ashkan@gmail.com
12 shared files
opacus/optimizers/ddp_perlayeroptimizer.py
opacus/privacy_engine.py
opacus/layers/dp_multihead_attention.py
opacus/optimizers/perlayeroptimizer.py
opacus/tests/grad_samples/embedding_test.py
opacus/tests/grad_samples/linear_test.py
opacus/tests/privacy_engine_test.py
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opacus/tests/grad_samples/sequence_bias_test.py
opacus/optimizers/ddpoptimizer.py
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27.
shilov@fb.com
ngjhn@fb.com
11 shared files
tutorials/building_image_classifier.ipynb
torchdp/utils/stats.py
torchdp/privacy_engine.py
setup.py
CHANGELOG.md
torchdp/test/privacy_engine_test.py
examples/imagenet.py
examples/mnist.py
website/tutorials.json
examples/cifar10.py
opacus/privacy_analysis.py
28.
shilov@fb.com
pierre@tholoniat.com
10 shared files
opacus/privacy_engine.py
opacus/tests/privacy_engine_test.py
opacus/tests/docstring_examples_test.py
opacus/utils/tensor_utils.py
opacus/layers/dp_ddp.py
opacus/tests/ddp_hook_check.py
examples/cifar10.py
opacus/per_sample_gradient_clip.py
opacus/utils/uniform_sampler.py
opacus/grad_sample/grad_sample_module.py
29.
shilov@fb.com
touqir@ualberta.ca
9 shared files
opacus/tests/dp_layers/dp_lstm_test.py
opacus/supported_layers_grad_samplers.py
opacus/utils/packed_sequences.py
opacus/tests/grad_samples/embedding_test.py
opacus/tests/grad_samples/linear_test.py
opacus/tests/grad_samples/conv2d_test.py
opacus/tests/grad_samples/sequence_bias_test.py
opacus/tests/dp_layers/common.py
opacus/tests/grad_samples/common.py
30.
krp@fb.com
yousefpour.ashkan@gmail.com
9 shared files
opacus/optimizers/ddp_perlayeroptimizer.py
opacus/privacy_engine.py
opacus/layers/dp_multihead_attention.py
opacus/optimizers/perlayeroptimizer.py
opacus/tests/privacy_engine_test.py
run_results_imdb_classification.pt
opacus/optimizers/ddpoptimizer.py
opacus/optimizers/optimizer.py
opacus/tests/grad_samples/common.py
31.
shilov@fb.com
oussamaberqi@fb.com
9 shared files
CONTRIBUTING.md
opacus/privacy_engine.py
scripts/install_via_pip.sh
.circleci/config.yml
opacus/tests/ddp_hook_check.py
examples/imdb.py
examples/cifar10.py
opacus/per_sample_gradient_clip.py
examples/char-lstm-classification.py
32.
krp@fb.com
oussamaberqi@fb.com
9 shared files
CONTRIBUTING.md
opacus/privacy_engine.py
scripts/install_via_pip.sh
.circleci/config.yml
opacus/tests/ddp_hook_check.py
examples/imdb.py
examples/cifar10.py
opacus/per_sample_gradient_clip.py
examples/char-lstm-classification.py
33.
krp@fb.com
pierre@tholoniat.com
9 shared files
opacus/privacy_engine.py
opacus/tests/privacy_engine_test.py
opacus/tests/docstring_examples_test.py
opacus/utils/tensor_utils.py
opacus/tests/ddp_hook_check.py
examples/cifar10.py
opacus/per_sample_gradient_clip.py
opacus/utils/uniform_sampler.py
opacus/grad_sample/grad_sample_module.py
34.
romovpa@fb.com
davidet@fb.com
9 shared files
opacus/privacy_engine.py
opacus/layers/dp_multihead_attention.py
opacus/layers/param_rename.py
opacus/scripts/compute_dp_sgd_privacy.py
dev_requirements.txt
opacus/utils/tensor_utils.py
opacus/utils/stats.py
.circleci/config.yml
opacus/per_sample_gradient_clip.py
35.
asablayrolles@fb.com
pierre@tholoniat.com
9 shared files
opacus/privacy_engine.py
opacus/tests/privacy_engine_test.py
opacus/utils/tensor_utils.py
opacus/layers/dp_ddp.py
opacus/tests/ddp_hook_check.py
examples/cifar10.py
opacus/per_sample_gradient_clip.py
opacus/utils/uniform_sampler.py
opacus/grad_sample/grad_sample_module.py
36.
asablayrolles@fb.com
constance.beguier@owkin.com
9 shared files
opacus/privacy_engine.py
docs/faq.md
tutorials/building_lstm_name_classifier.ipynb
opacus/tests/privacy_engine_test.py
.circleci/config.yml
README.md
examples/cifar10.py
opacus/utils/uniform_sampler.py
examples/char-lstm-classification.py
37.
oussamaberqi@fb.com
davidet@fb.com
8 shared files
CONTRIBUTING.md
opacus/privacy_engine.py
scripts/install_via_pip.sh
.circleci/config.yml
examples/imdb.py
examples/cifar10.py
opacus/per_sample_gradient_clip.py
examples/char-lstm-classification.py
38.
romovpa@fb.com
yousefpour@fb.com
8 shared files
opacus/privacy_engine.py
opacus/layers/dp_multihead_attention.py
opacus/scripts/compute_dp_sgd_privacy.py
opacus/utils/tensor_utils.py
opacus/utils/stats.py
opacus/grad_sample/utils.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
39.
ngjhn@fb.com
krp@fb.com
8 shared files
tutorials/building_image_classifier.ipynb
torchdp/privacy_engine.py
setup.py
CHANGELOG.md
torchdp/test/privacy_engine_test.py
examples/mnist.py
website/tutorials.json
examples/cifar10.py
40.
manimalek@fb.com
ngjhn@fb.com
8 shared files
torchdp/test/utils_test.py
torchdp/utils/stats.py
torchdp/privacy_engine.py
setup.py
torchdp/test/privacy_engine_test.py
examples/imagenet.py
torchdp/utils/tensor_utils.py
examples/mnist.py
41.
davidet@fb.com
ngjhn@fb.com
8 shared files
torchdp/utils/stats.py
torchdp/privacy_engine.py
setup.py
CHANGELOG.md
examples/mnist.py
website/tutorials.json
examples/cifar10.py
opacus/privacy_analysis.py
42.
yousefpour.ashkan@gmail.com
asablayrolles@fb.com
7 shared files
opacus/optimizers/ddp_perlayeroptimizer.py
opacus/privacy_engine.py
opacus/optimizers/perlayeroptimizer.py
opacus/tests/privacy_engine_test.py
opacus/optimizers/ddpoptimizer.py
opacus/optimizers/optimizer.py
opacus/tests/grad_samples/common.py
43.
oussamaberqi@fb.com
asablayrolles@fb.com
7 shared files
CONTRIBUTING.md
opacus/privacy_engine.py
.circleci/config.yml
opacus/tests/ddp_hook_check.py
examples/cifar10.py
opacus/per_sample_gradient_clip.py
examples/char-lstm-classification.py
44.
yousefpour.ashkan@gmail.com
davidet@fb.com
7 shared files
opacus/privacy_engine.py
opacus/layers/dp_multihead_attention.py
opacus/tests/grad_samples/embedding_test.py
opacus/tests/grad_samples/linear_test.py
opacus/tests/privacy_engine_test.py
opacus/tests/grad_samples/sequence_bias_test.py
opacus/tests/grad_samples/common.py
45.
romovpa@fb.com
asablayrolles@fb.com
7 shared files
opacus/privacy_engine.py
opacus/utils/tensor_utils.py
.circleci/config.yml
opacus/accountants/analysis/rdp.py
opacus/grad_sample/utils.py
opacus/optimizers/optimizer.py
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46.
constance.beguier@owkin.com
manimalek@fb.com
7 shared files
opacus/privacy_engine.py
opacus/tests/virtual_step_test.py
examples/dcgan.py
opacus/tests/docstring_examples_test.py
examples/mnist.py
examples/imdb.py
README.md
47.
manimalek@fb.com
sayanghosh@fb.com
7 shared files
opacus/privacy_engine.py
torchdp/supported_layers_grad_samplers.py
setup.py
torchdp/dp_model_inspector.py
torchdp/per_sample_gradient_clip.py
opacus/version.py
torchdp/test/layers_grad_test.py
48.
manimalek@fb.com
florian.tramer@gmail.com
7 shared files
torchdp/supported_layers_grad_samplers.py
torchdp/privacy_engine.py
torchdp/test/privacy_engine_test.py
examples/imagenet.py
torchdp/autograd_grad_sample.py
torchdp/per_sample_gradient_clip.py
torchdp/test/layers_grad_test.py
49.
shilov@fb.com
florian.tramer@gmail.com
7 shared files
torchdp/supported_layers_grad_samplers.py
torchdp/privacy_engine.py
torchdp/test/privacy_engine_test.py
examples/imagenet.py
torchdp/autograd_grad_sample.py
torchdp/per_sample_gradient_clip.py
torchdp/test/layers_grad_test.py
50.
jessijzhao@gmail.com
krp@fb.com
6 shared files
opacus/privacy_engine.py
tutorials/guide_to_module_validator.ipynb
tutorials/building_image_classifier.ipynb
tutorials/building_lstm_name_classifier.ipynb
tutorials/guide_to_grad_sampler.ipynb
tutorials/building_text_classifier.ipynb
51.
pierre@tholoniat.com
davidet@fb.com
6 shared files
opacus/privacy_engine.py
opacus/tests/privacy_engine_test.py
opacus/tests/docstring_examples_test.py
opacus/utils/tensor_utils.py
examples/cifar10.py
opacus/per_sample_gradient_clip.py
52.
constance.beguier@owkin.com
yousefpour@fb.com
6 shared files
opacus/privacy_engine.py
docs/faq.md
examples/mnist_README.md
tutorials/building_text_classifier.ipynb
examples/mnist.py
README.md
53.
touqir@ualberta.ca
krp@fb.com
6 shared files
opacus/supported_layers_grad_samplers.py
opacus/utils/packed_sequences.py
opacus/tests/grad_samples/conv2d_test.py
opacus/autograd_grad_sample.py
opacus/tests/dp_layers/common.py
opacus/tests/grad_samples/common.py
54.
touqir@ualberta.ca
asablayrolles@fb.com
6 shared files
opacus/supported_layers_grad_samplers.py
opacus/tests/grad_samples/dp_lstm_test.py
opacus/tests/grad_samples/conv2d_test.py
opacus/layers/dp_lstm.py
opacus/autograd_grad_sample.py
opacus/tests/grad_samples/common.py
55.
florian.tramer@gmail.com
krp@fb.com
6 shared files
torchdp/supported_layers_grad_samplers.py
torchdp/privacy_engine.py
torchdp/test/privacy_engine_test.py
torchdp/autograd_grad_sample.py
torchdp/per_sample_gradient_clip.py
torchdp/privacy_analysis.py
56.
yousefpour@fb.com
ngjhn@fb.com
6 shared files
torchdp/privacy_engine.py
torchdp/test/privacy_engine_test.py
examples/imagenet.py
examples/mnist.py
website/tutorials.json
opacus/privacy_analysis.py
57.
constance.beguier@owkin.com
sayanghosh@fb.com
5 shared files
examples/char-lstm_README.md
opacus/privacy_engine.py
tutorials/building_lstm_name_classifier.ipynb
opacus/tests/privacy_engine_test.py
examples/char-lstm-classification.py
58.
jessijzhao@gmail.com
shilov@fb.com
5 shared files
opacus/privacy_engine.py
tutorials/building_image_classifier.ipynb
tutorials/building_lstm_name_classifier.ipynb
tutorials/intro_to_advanced_features.ipynb
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elrohir@163.com
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5 shared files
opacus/tests/grad_samples/conv1d_test.py
opacus/supported_layers_grad_samplers.py
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63.
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5 shared files
torchdp/utils/clipping.py
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5 shared files
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65.
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5 shared files
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66.
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67.
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5 shared files
opacus/layers/__init__.py
opacus/layers/param_rename.py
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68.
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4 shared files
opacus/privacy_engine.py
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69.
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70.
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opacus/tests/ddp_hook_check.py
examples/cifar10.py
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71.
pierre@tholoniat.com
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opacus/privacy_engine.py
opacus/utils/tensor_utils.py
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72.
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4 shared files
opacus/privacy_engine.py
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opacus/layers/dp_lstm.py
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73.
elrohir@163.com
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4 shared files
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opacus/supported_layers_grad_samplers.py
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74.
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75.
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4 shared files
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76.
imironov@fb.com
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4 shared files
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77.
imironov@fb.com
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4 shared files
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78.
yousefpour.ashkan@gmail.com
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4 shared files
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79.
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80.
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86.
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90.
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3 shared files
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| Contributor 1 | Contributor 2 | # shared files | |
|---|---|---|---|
| 1. | krp@fb.com | shilov@fb.com |
123 shared files
website/sphinx/source/dp_rnn.rst opacus/optimizers/utils.py opacus/scheduler.py opacus/optimizer.py opacus/tests/randomness_test.py opacus/optimizers/ddp_perlayeroptimizer.py CONTRIBUTING.md opacus/privacy_engine.py opacus/validators/errors.py opacus/validators/multihead_attention.py opacus/README.md opacus/tests/grad_sample_module_test.py opacus/supported_layers_grad_samplers.py opacus/grad_sample/group_norm.py website/sphinx/source/per_sample_gradients.rst tutorials/building_image_classifier.ipynb requirements.txt opacus/tests/distributed_poisson_test.py opacus/distributed.py torchdp/supported_layers_grad_samplers.py website/sphinx/source/layers.rst torchdp/utils.py docs/faq.md opacus/accountants/accountant.py opacus/validators/__init__.py tutorials/building_lstm_name_classifier.ipynb torchdp/privacy_engine.py opacus/utils/module_inspection.py scripts/pytorch_install.sh website/pages/tutorials/index.js setup.py opacus/layers/dp_multihead_attention.py opacus/validators/ddp.py torchdp/layers/dp_multihead_attention.py opacus/utils/packed_sequences.py opacus/tests/validators/lstm_test.py CHANGELOG.md opacus/tests/validators/__init__.py opacus/grad_sample/dp_multihead_attention.py .github/workflows/test-installation.yml opacus/layers/__init__.py opacus/optimizers/perlayeroptimizer.py opacus/tests/validators/multihead_attention_test.py opacus/tests/grad_samples/dp_rnn_test.py opacus/grad_sample/conv.py opacus/tests/module_validator_test.py torchdp/test/privacy_engine_test.py opacus/grad_sample/embedding.py opacus/layers/param_rename.py opacus/optimizers/__init__.py opacus/accountants/__init__.py opacus/validators/batch_norm.py opacus/grad_sample/linear.py opacus/tests/virtual_step_test.py scripts/pytorch_install.ps1 opacus/scripts/compute_dp_sgd_privacy.py tutorials/guide_module_validator.ipynb examples/dcgan.py opacus/tests/privacy_engine_test.py torchdp/autograd_grad_sample.py torchdp/dp_model_inspector.py opacus/tests/docstring_examples_test.py opacus/grad_sample/dp_rnn.py torchdp/per_sample_gradient_clip.py dev_requirements.txt opacus/utils/tensor_utils.py opacus/tests/grad_samples/conv2d_test.py opacus/grad_sample/__init__.py opacus/version.py opacus/tests/accountants_test.py opacus/validators/lstm.py opacus/accountants/utils.py opacus/accountants/analysis/gdp.py opacus/tests/multigpu_gradcheck.py opacus/tests/scheduler_test.py opacus/__init__.py scripts/install_via_pip.sh opacus/utils/module_utils.py opacus/tests/batch_memory_manager_test.py opacus/utils/stats.py .circleci/config.yml opacus/accountants/gdp.py run_results_imdb_classification.pt opacus/tests/validators/batch_norm_test.py tutorials/building_text_classifier.ipynb website/pages/en/index.js opacus/tests/poisson_test.py examples/mnist.py opacus/tests/ddp_hook_check.py opacus/accountants/analysis/rdp.py .github/workflows/python-publish.yml opacus/tests/validators/ddp_test.py opacus/dp_model_inspector.py Migration_Guide.md opacus/tests/validators/instance_norm_test.py website/tutorials.json opacus/optimizers/ddpoptimizer.py opacus/validators/module_validator.py opacus/grad_sample/instance_norm.py opacus/grad_sample/utils.py ... |
| 2. | shilov@fb.com | asablayrolles@fb.com |
65 shared files
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| 3. | shilov@fb.com | davidet@fb.com |
61 shared files
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| 4. | krp@fb.com | asablayrolles@fb.com |
57 shared files
opacus/scheduler.py opacus/optimizer.py opacus/optimizers/ddp_perlayeroptimizer.py CONTRIBUTING.md opacus/privacy_engine.py opacus/README.md opacus/tests/grad_sample_module_test.py opacus/supported_layers_grad_samplers.py opacus/grad_sample/group_norm.py opacus/tests/distributed_poisson_test.py opacus/distributed.py docs/faq.md opacus/accountants/accountant.py opacus/validators/__init__.py tutorials/building_lstm_name_classifier.ipynb opacus/grad_sample/dp_multihead_attention.py .github/workflows/test-installation.yml opacus/layers/__init__.py opacus/optimizers/perlayeroptimizer.py opacus/grad_sample/conv.py opacus/grad_sample/embedding.py opacus/optimizers/__init__.py opacus/accountants/__init__.py opacus/grad_sample/linear.py opacus/tests/privacy_engine_test.py opacus/utils/tensor_utils.py opacus/tests/grad_samples/conv2d_test.py opacus/grad_sample/__init__.py opacus/tests/accountants_test.py opacus/accountants/analysis/gdp.py opacus/tests/multigpu_gradcheck.py opacus/tests/scheduler_test.py .circleci/config.yml opacus/accountants/gdp.py opacus/tests/poisson_test.py opacus/tests/ddp_hook_check.py opacus/accountants/analysis/rdp.py opacus/dp_model_inspector.py opacus/optimizers/ddpoptimizer.py opacus/grad_sample/instance_norm.py opacus/grad_sample/utils.py opacus/grad_sample/layer_norm.py opacus/autograd_grad_sample.py opacus/utils/batch_memory_manager.py README.md examples/cifar10.py examples/vision_benchmark.py opacus/accountants/rdp.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py opacus/utils/uniform_sampler.py opacus/grad_sample/grad_sample_module.py examples/char-lstm-classification.py opacus/grad_sample/dp_lstm.py website/siteConfig.js opacus/tests/grad_samples/common.py opacus/data_loader.py |
| 5. | krp@fb.com | davidet@fb.com |
53 shared files
CONTRIBUTING.md opacus/privacy_engine.py opacus/README.md opacus/supported_layers_grad_samplers.py requirements.txt website/package.json docs/faq.md torchdp/privacy_engine.py opacus/utils/module_inspection.py website/pages/tutorials/index.js setup.py opacus/layers/dp_multihead_attention.py torchdp/layers/dp_multihead_attention.py website/yarn.lock CHANGELOG.md opacus/layers/__init__.py website/scripts/parse_tutorials.py docs/readme.md opacus/layers/param_rename.py opacus/scripts/compute_dp_sgd_privacy.py examples/dcgan.py opacus/tests/privacy_engine_test.py torchdp/dp_model_inspector.py opacus/tests/docstring_examples_test.py torchdp/per_sample_gradient_clip.py dev_requirements.txt opacus/utils/tensor_utils.py opacus/tests/grad_samples/conv2d_test.py opacus/utils/clipping.py opacus/version.py opacus/__init__.py scripts/install_via_pip.sh opacus/utils/stats.py .circleci/config.yml website/scripts/build_website.sh tutorials/building_text_classifier.ipynb website/pages/en/index.js examples/mnist.py opacus/dp_model_inspector.py website/tutorials.json opacus/tests/per_sample_gradient_test.py opacus/utils/module_modification.py examples/imdb.py opacus/autograd_grad_sample.py README.md examples/cifar10.py opacus/utils/tests/module_modification_test.py opacus/tests/dp_layers/common.py opacus/per_sample_gradient_clip.py website/static/css/custom.css examples/char-lstm-classification.py website/siteConfig.js opacus/tests/grad_samples/common.py |
| 6. | yousefpour@fb.com | shilov@fb.com |
39 shared files
.github/ISSUE_TEMPLATE/bug-report.md opacus/privacy_engine.py opacus/README.md opacus/supported_layers_grad_samplers.py website/sphinx/source/per_sample_gradients.rst docs/faq.md torchdp/privacy_engine.py opacus/utils/module_inspection.py scripts/pytorch_install.sh website/pages/tutorials/index.js opacus/layers/dp_multihead_attention.py website/core/Tutorial.js opacus/utils/packed_sequences.py opacus/grad_sample/conv.py website/sphinx/source/utils.rst torchdp/test/privacy_engine_test.py opacus/grad_sample/linear.py scripts/pytorch_install.ps1 examples/imagenet.py opacus/scripts/compute_dp_sgd_privacy.py opacus/utils/tensor_utils.py opacus/version.py website/sphinx/source/index.rst opacus/utils/stats.py tutorials/building_text_classifier.ipynb website/pages/en/index.js examples/mnist.py opacus/dp_model_inspector.py Migration_Guide.md website/tutorials.json opacus/grad_sample/utils.py torchdp/scripts/compute_dp_sgd_privacy.py README.md opacus/privacy_analysis.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py website/static/css/custom.css opacus/grad_sample/grad_sample_module.py website/siteConfig.js |
| 7. | krp@fb.com | yousefpour@fb.com |
37 shared files
opacus/privacy_engine.py opacus/README.md opacus/supported_layers_grad_samplers.py website/sphinx/source/per_sample_gradients.rst website/package.json docs/faq.md torchdp/privacy_engine.py opacus/utils/module_inspection.py scripts/pytorch_install.sh website/pages/tutorials/index.js opacus/layers/dp_multihead_attention.py website/yarn.lock opacus/utils/packed_sequences.py opacus/grad_sample/conv.py torchdp/test/privacy_engine_test.py opacus/grad_sample/linear.py scripts/pytorch_install.ps1 opacus/scripts/compute_dp_sgd_privacy.py opacus/utils/tensor_utils.py opacus/utils/clipping.py opacus/version.py opacus/utils/stats.py tutorials/building_text_classifier.ipynb website/pages/en/index.js examples/mnist.py opacus/dp_model_inspector.py Migration_Guide.md website/tutorials.json opacus/grad_sample/utils.py opacus/utils/module_modification.py opacus/autograd_grad_sample.py README.md opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py website/static/css/custom.css opacus/grad_sample/grad_sample_module.py website/siteConfig.js |
| 8. | yousefpour@fb.com | davidet@fb.com |
35 shared files
website/core/Footer.js .github/ISSUE_TEMPLATE/bug-report.md opacus/privacy_engine.py opacus/README.md opacus/supported_layers_grad_samplers.py website/package.json docs/faq.md docs/introduction.md torchdp/privacy_engine.py opacus/utils/module_inspection.py website/pages/tutorials/index.js opacus/layers/dp_multihead_attention.py website/yarn.lock website/core/Tutorial.js opacus/scripts/compute_dp_sgd_privacy.py opacus/utils/tensor_utils.py opacus/utils/clipping.py opacus/version.py website/sphinx/source/index.rst opacus/layers/dp_lstm.py opacus/utils/stats.py tutorials/building_text_classifier.ipynb website/pages/en/index.js examples/mnist.py opacus/dp_model_inspector.py website/tutorials.json opacus/utils/module_modification.py opacus/autograd_grad_sample.py website/sidebars.json torchdp/scripts/compute_dp_sgd_privacy.py README.md opacus/privacy_analysis.py opacus/per_sample_gradient_clip.py website/static/css/custom.css website/siteConfig.js |
| 9. | shilov@fb.com | manimalek@fb.com |
29 shared files
opacus/privacy_engine.py opacus/supported_layers_grad_samplers.py torchdp/supported_layers_grad_samplers.py torchdp/utils.py torchdp/utils/stats.py torchdp/privacy_engine.py setup.py torchdp/layers/dp_multihead_attention.py torchdp/test/privacy_engine_test.py opacus/tests/virtual_step_test.py examples/imagenet.py examples/dcgan.py torchdp/autograd_grad_sample.py torchdp/dp_model_inspector.py opacus/tests/docstring_examples_test.py torchdp/per_sample_gradient_clip.py torchdp/utils/module_inspection.py torchdp/utils/module_modification.py opacus/version.py opacus/__init__.py opacus/utils/stats.py torchdp/test/per_sample_gradient_test.py examples/mnist.py torchdp/test/layers_grad_test.py examples/imdb.py torchdp/scripts/compute_dp_sgd_privacy.py README.md opacus/per_sample_gradient_clip.py torchdp/test/dp_model_inspector_test.py |
| 10. | asablayrolles@fb.com | davidet@fb.com |
26 shared files
.github/ISSUE_TEMPLATE/bug-report.md CONTRIBUTING.md opacus/privacy_engine.py opacus/README.md opacus/supported_layers_grad_samplers.py opacus/tests/grad_samples/dp_lstm_test.py docs/faq.md opacus/tests/per_sample_gradient_clip_test.py website/core/Tutorial.js opacus/layers/__init__.py opacus/tests/privacy_engine_test.py opacus/utils/tensor_utils.py opacus/tests/grad_samples/conv2d_test.py opacus/layers/dp_lstm.py .circleci/config.yml opacus/dp_model_inspector.py opacus/autograd_grad_sample.py opacus/tests/dp_layers_test.py opacus/tests/layers_grad_test.py README.md examples/cifar10.py opacus/privacy_analysis.py opacus/per_sample_gradient_clip.py examples/char-lstm-classification.py website/siteConfig.js opacus/tests/grad_samples/common.py |
| 11. | davidet@fb.com | manimalek@fb.com |
24 shared files
opacus/privacy_engine.py opacus/supported_layers_grad_samplers.py torchdp/utils/clipping.py torchdp/utils/stats.py torchdp/privacy_engine.py setup.py torchdp/layers/dp_multihead_attention.py torchdp/utils/tests/module_inspection_test.py examples/dcgan.py torchdp/dp_model_inspector.py opacus/tests/docstring_examples_test.py torchdp/per_sample_gradient_clip.py torchdp/utils/module_inspection.py torchdp/utils/module_modification.py opacus/utils/clipping.py opacus/version.py opacus/__init__.py opacus/utils/stats.py examples/mnist.py torchdp/utils/tests/module_modification_test.py examples/imdb.py torchdp/scripts/compute_dp_sgd_privacy.py README.md opacus/per_sample_gradient_clip.py |
| 12. | krp@fb.com | manimalek@fb.com |
23 shared files
opacus/privacy_engine.py opacus/supported_layers_grad_samplers.py torchdp/supported_layers_grad_samplers.py torchdp/utils.py torchdp/privacy_engine.py torchdp/test/per_sample_gradient_clip_test.py setup.py torchdp/layers/dp_multihead_attention.py torchdp/test/privacy_engine_test.py opacus/tests/virtual_step_test.py examples/dcgan.py torchdp/autograd_grad_sample.py torchdp/dp_model_inspector.py opacus/tests/docstring_examples_test.py torchdp/per_sample_gradient_clip.py opacus/utils/clipping.py opacus/version.py opacus/__init__.py opacus/utils/stats.py examples/mnist.py examples/imdb.py README.md opacus/per_sample_gradient_clip.py |
| 13. | touqir@ualberta.ca | davidet@fb.com |
19 shared files
opacus/tests/dp_layers/dp_lstm_test.py opacus/tests/grad_samples/conv1d_test.py opacus/tests/grad_samples/instance_norm3d_test.py opacus/supported_layers_grad_samplers.py opacus/tests/grad_samples/dp_lstm_test.py opacus/tests/grad_samples/layer_norm_test.py opacus/tests/grad_samples/embedding_test.py opacus/tests/grad_samples/linear_test.py opacus/tests/grad_samples/group_norm_test.py opacus/tests/grad_samples/dp_multihead_attention_test.py opacus/tests/grad_samples/conv3d_test.py opacus/tests/grad_samples/instance_norm2d_test.py opacus/tests/grad_samples/conv2d_test.py opacus/layers/dp_lstm.py opacus/tests/grad_samples/sequence_bias_test.py opacus/autograd_grad_sample.py opacus/tests/dp_layers/common.py opacus/tests/grad_samples/instance_norm1d_test.py opacus/tests/grad_samples/common.py |
| 14. | yousefpour@fb.com | asablayrolles@fb.com |
19 shared files
.github/ISSUE_TEMPLATE/bug-report.md opacus/privacy_engine.py opacus/README.md opacus/supported_layers_grad_samplers.py docs/faq.md website/core/Tutorial.js opacus/grad_sample/conv.py opacus/grad_sample/linear.py opacus/utils/tensor_utils.py opacus/layers/dp_lstm.py opacus/dp_model_inspector.py opacus/grad_sample/utils.py opacus/autograd_grad_sample.py README.md opacus/privacy_analysis.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py opacus/grad_sample/grad_sample_module.py website/siteConfig.js |
| 15. | davidet@fb.com | sayanghosh@fb.com |
17 shared files
examples/char-lstm_README.md opacus/privacy_engine.py setup.py opacus/tests/grad_samples/dp_lstm.py CHANGELOG.md website/scripts/parse_tutorials.py opacus/tests/privacy_engine_test.py torchdp/dp_model_inspector.py torchdp/per_sample_gradient_clip.py opacus/version.py opacus/layers/dp_lstm.py scripts/install_via_pip.sh website/scripts/build_website.sh website/scripts/parse_sphinx.py torchdp/layers/__init__.py website/tutorials.json examples/char-lstm-classification.py |
| 16. | sayanghosh@fb.com | shilov@fb.com |
17 shared files
opacus/tests/grad_samples/conv3d.py opacus/privacy_engine.py torchdp/test/dp_layers_test.py torchdp/supported_layers_grad_samplers.py website/sphinx/source/layers.rst tutorials/building_lstm_name_classifier.ipynb setup.py CHANGELOG.md opacus/tests/privacy_engine_test.py torchdp/dp_model_inspector.py torchdp/per_sample_gradient_clip.py opacus/version.py scripts/install_via_pip.sh torchdp/layers/__init__.py torchdp/test/layers_grad_test.py website/tutorials.json examples/char-lstm-classification.py |
| 17. | krp@fb.com | constance.beguier@owkin.com |
17 shared files
opacus/privacy_engine.py tutorials/building_image_classifier.ipynb docs/faq.md tutorials/building_lstm_name_classifier.ipynb opacus/tests/virtual_step_test.py examples/dcgan.py opacus/tests/privacy_engine_test.py opacus/tests/docstring_examples_test.py .circleci/config.yml tutorials/building_text_classifier.ipynb examples/mnist.py examples/imdb.py README.md examples/cifar10.py opacus/utils/tests/module_modification_test.py opacus/utils/uniform_sampler.py examples/char-lstm-classification.py |
| 18. | shilov@fb.com | constance.beguier@owkin.com |
16 shared files
opacus/privacy_engine.py tutorials/building_image_classifier.ipynb docs/faq.md tutorials/building_lstm_name_classifier.ipynb opacus/tests/virtual_step_test.py examples/dcgan.py opacus/tests/privacy_engine_test.py opacus/tests/docstring_examples_test.py .circleci/config.yml tutorials/building_text_classifier.ipynb examples/mnist.py examples/imdb.py README.md examples/cifar10.py opacus/utils/uniform_sampler.py examples/char-lstm-classification.py |
| 19. | krp@fb.com | romovpa@gmail.com |
15 shared files
website/sphinx/source/dp_rnn.rst website/sphinx/source/per_sample_gradients.rst website/sphinx/source/layers.rst opacus/utils/packed_sequences.py opacus/layers/__init__.py opacus/tests/grad_samples/dp_rnn_test.py opacus/layers/param_rename.py opacus/grad_sample/dp_rnn.py opacus/grad_sample/__init__.py opacus/tests/dp_layers/common.py opacus/layers/dp_rnn.py opacus/grad_sample/grad_sample_module.py examples/char-lstm-classification.py opacus/tests/grad_samples/common.py opacus/tests/dp_layers/dp_rnn_test.py |
| 20. | shilov@fb.com | romovpa@gmail.com |
15 shared files
website/sphinx/source/dp_rnn.rst website/sphinx/source/per_sample_gradients.rst website/sphinx/source/layers.rst opacus/utils/packed_sequences.py opacus/layers/__init__.py opacus/tests/grad_samples/dp_rnn_test.py opacus/layers/param_rename.py opacus/grad_sample/dp_rnn.py opacus/grad_sample/__init__.py opacus/tests/dp_layers/common.py opacus/layers/dp_rnn.py opacus/grad_sample/grad_sample_module.py examples/char-lstm-classification.py opacus/tests/grad_samples/common.py opacus/tests/dp_layers/dp_rnn_test.py |
| 21. | shilov@fb.com | romovpa@fb.com |
15 shared files
opacus/privacy_engine.py opacus/layers/dp_multihead_attention.py opacus/layers/param_rename.py opacus/scripts/compute_dp_sgd_privacy.py dev_requirements.txt opacus/utils/tensor_utils.py examples/mnist_lightning.py opacus/utils/stats.py .circleci/config.yml opacus/accountants/analysis/rdp.py opacus/grad_sample/utils.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py conftest.py opacus/validators/utils.py |
| 22. | krp@fb.com | sayanghosh@fb.com |
15 shared files
opacus/privacy_engine.py torchdp/supported_layers_grad_samplers.py website/sphinx/source/layers.rst tutorials/building_lstm_name_classifier.ipynb setup.py CHANGELOG.md website/scripts/parse_tutorials.py opacus/tests/privacy_engine_test.py torchdp/dp_model_inspector.py torchdp/per_sample_gradient_clip.py opacus/version.py scripts/install_via_pip.sh website/scripts/build_website.sh website/tutorials.json examples/char-lstm-classification.py |
| 23. | constance.beguier@owkin.com | davidet@fb.com |
14 shared files
examples/char-lstm_README.md opacus/privacy_engine.py docs/faq.md examples/dcgan.py opacus/tests/privacy_engine_test.py opacus/tests/docstring_examples_test.py .circleci/config.yml tutorials/building_text_classifier.ipynb examples/mnist.py examples/imdb.py README.md examples/cifar10.py opacus/utils/tests/module_modification_test.py examples/char-lstm-classification.py |
| 24. | krp@fb.com | romovpa@fb.com |
14 shared files
opacus/privacy_engine.py opacus/layers/dp_multihead_attention.py opacus/layers/param_rename.py opacus/scripts/compute_dp_sgd_privacy.py dev_requirements.txt opacus/utils/tensor_utils.py opacus/utils/stats.py .circleci/config.yml opacus/accountants/analysis/rdp.py opacus/grad_sample/utils.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py conftest.py opacus/validators/utils.py |
| 25. | yousefpour@fb.com | manimalek@fb.com |
13 shared files
opacus/privacy_engine.py opacus/supported_layers_grad_samplers.py torchdp/privacy_engine.py torchdp/test/privacy_engine_test.py examples/imagenet.py examples/imagenet_README.md opacus/utils/clipping.py opacus/version.py opacus/utils/stats.py examples/mnist.py torchdp/scripts/compute_dp_sgd_privacy.py README.md opacus/per_sample_gradient_clip.py |
| 26. | shilov@fb.com | yousefpour.ashkan@gmail.com |
12 shared files
opacus/optimizers/ddp_perlayeroptimizer.py opacus/privacy_engine.py opacus/layers/dp_multihead_attention.py opacus/optimizers/perlayeroptimizer.py opacus/tests/grad_samples/embedding_test.py opacus/tests/grad_samples/linear_test.py opacus/tests/privacy_engine_test.py run_results_imdb_classification.pt opacus/tests/grad_samples/sequence_bias_test.py opacus/optimizers/ddpoptimizer.py opacus/optimizers/optimizer.py opacus/tests/grad_samples/common.py |
| 27. | shilov@fb.com | ngjhn@fb.com |
11 shared files
tutorials/building_image_classifier.ipynb torchdp/utils/stats.py torchdp/privacy_engine.py setup.py CHANGELOG.md torchdp/test/privacy_engine_test.py examples/imagenet.py examples/mnist.py website/tutorials.json examples/cifar10.py opacus/privacy_analysis.py |
| 28. | shilov@fb.com | pierre@tholoniat.com |
10 shared files
opacus/privacy_engine.py opacus/tests/privacy_engine_test.py opacus/tests/docstring_examples_test.py opacus/utils/tensor_utils.py opacus/layers/dp_ddp.py opacus/tests/ddp_hook_check.py examples/cifar10.py opacus/per_sample_gradient_clip.py opacus/utils/uniform_sampler.py opacus/grad_sample/grad_sample_module.py |
| 29. | shilov@fb.com | touqir@ualberta.ca |
9 shared files
opacus/tests/dp_layers/dp_lstm_test.py opacus/supported_layers_grad_samplers.py opacus/utils/packed_sequences.py opacus/tests/grad_samples/embedding_test.py opacus/tests/grad_samples/linear_test.py opacus/tests/grad_samples/conv2d_test.py opacus/tests/grad_samples/sequence_bias_test.py opacus/tests/dp_layers/common.py opacus/tests/grad_samples/common.py |
| 30. | krp@fb.com | yousefpour.ashkan@gmail.com |
9 shared files
opacus/optimizers/ddp_perlayeroptimizer.py opacus/privacy_engine.py opacus/layers/dp_multihead_attention.py opacus/optimizers/perlayeroptimizer.py opacus/tests/privacy_engine_test.py run_results_imdb_classification.pt opacus/optimizers/ddpoptimizer.py opacus/optimizers/optimizer.py opacus/tests/grad_samples/common.py |
| 31. | shilov@fb.com | oussamaberqi@fb.com |
9 shared files
CONTRIBUTING.md opacus/privacy_engine.py scripts/install_via_pip.sh .circleci/config.yml opacus/tests/ddp_hook_check.py examples/imdb.py examples/cifar10.py opacus/per_sample_gradient_clip.py examples/char-lstm-classification.py |
| 32. | krp@fb.com | oussamaberqi@fb.com |
9 shared files
CONTRIBUTING.md opacus/privacy_engine.py scripts/install_via_pip.sh .circleci/config.yml opacus/tests/ddp_hook_check.py examples/imdb.py examples/cifar10.py opacus/per_sample_gradient_clip.py examples/char-lstm-classification.py |
| 33. | krp@fb.com | pierre@tholoniat.com |
9 shared files
opacus/privacy_engine.py opacus/tests/privacy_engine_test.py opacus/tests/docstring_examples_test.py opacus/utils/tensor_utils.py opacus/tests/ddp_hook_check.py examples/cifar10.py opacus/per_sample_gradient_clip.py opacus/utils/uniform_sampler.py opacus/grad_sample/grad_sample_module.py |
| 34. | romovpa@fb.com | davidet@fb.com |
9 shared files
opacus/privacy_engine.py opacus/layers/dp_multihead_attention.py opacus/layers/param_rename.py opacus/scripts/compute_dp_sgd_privacy.py dev_requirements.txt opacus/utils/tensor_utils.py opacus/utils/stats.py .circleci/config.yml opacus/per_sample_gradient_clip.py |
| 35. | asablayrolles@fb.com | pierre@tholoniat.com |
9 shared files
opacus/privacy_engine.py opacus/tests/privacy_engine_test.py opacus/utils/tensor_utils.py opacus/layers/dp_ddp.py opacus/tests/ddp_hook_check.py examples/cifar10.py opacus/per_sample_gradient_clip.py opacus/utils/uniform_sampler.py opacus/grad_sample/grad_sample_module.py |
| 36. | asablayrolles@fb.com | constance.beguier@owkin.com |
9 shared files
opacus/privacy_engine.py docs/faq.md tutorials/building_lstm_name_classifier.ipynb opacus/tests/privacy_engine_test.py .circleci/config.yml README.md examples/cifar10.py opacus/utils/uniform_sampler.py examples/char-lstm-classification.py |
| 37. | oussamaberqi@fb.com | davidet@fb.com |
8 shared files
CONTRIBUTING.md opacus/privacy_engine.py scripts/install_via_pip.sh .circleci/config.yml examples/imdb.py examples/cifar10.py opacus/per_sample_gradient_clip.py examples/char-lstm-classification.py |
| 38. | romovpa@fb.com | yousefpour@fb.com |
8 shared files
opacus/privacy_engine.py opacus/layers/dp_multihead_attention.py opacus/scripts/compute_dp_sgd_privacy.py opacus/utils/tensor_utils.py opacus/utils/stats.py opacus/grad_sample/utils.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py |
| 39. | ngjhn@fb.com | krp@fb.com |
8 shared files
tutorials/building_image_classifier.ipynb torchdp/privacy_engine.py setup.py CHANGELOG.md torchdp/test/privacy_engine_test.py examples/mnist.py website/tutorials.json examples/cifar10.py |
| 40. | manimalek@fb.com | ngjhn@fb.com |
8 shared files
torchdp/test/utils_test.py torchdp/utils/stats.py torchdp/privacy_engine.py setup.py torchdp/test/privacy_engine_test.py examples/imagenet.py torchdp/utils/tensor_utils.py examples/mnist.py |
| 41. | davidet@fb.com | ngjhn@fb.com |
8 shared files
torchdp/utils/stats.py torchdp/privacy_engine.py setup.py CHANGELOG.md examples/mnist.py website/tutorials.json examples/cifar10.py opacus/privacy_analysis.py |
| 42. | yousefpour.ashkan@gmail.com | asablayrolles@fb.com |
7 shared files
opacus/optimizers/ddp_perlayeroptimizer.py opacus/privacy_engine.py opacus/optimizers/perlayeroptimizer.py opacus/tests/privacy_engine_test.py opacus/optimizers/ddpoptimizer.py opacus/optimizers/optimizer.py opacus/tests/grad_samples/common.py |
| 43. | oussamaberqi@fb.com | asablayrolles@fb.com |
7 shared files
CONTRIBUTING.md opacus/privacy_engine.py .circleci/config.yml opacus/tests/ddp_hook_check.py examples/cifar10.py opacus/per_sample_gradient_clip.py examples/char-lstm-classification.py |
| 44. | yousefpour.ashkan@gmail.com | davidet@fb.com |
7 shared files
opacus/privacy_engine.py opacus/layers/dp_multihead_attention.py opacus/tests/grad_samples/embedding_test.py opacus/tests/grad_samples/linear_test.py opacus/tests/privacy_engine_test.py opacus/tests/grad_samples/sequence_bias_test.py opacus/tests/grad_samples/common.py |
| 45. | romovpa@fb.com | asablayrolles@fb.com |
7 shared files
opacus/privacy_engine.py opacus/utils/tensor_utils.py .circleci/config.yml opacus/accountants/analysis/rdp.py opacus/grad_sample/utils.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py |
| 46. | constance.beguier@owkin.com | manimalek@fb.com |
7 shared files
opacus/privacy_engine.py opacus/tests/virtual_step_test.py examples/dcgan.py opacus/tests/docstring_examples_test.py examples/mnist.py examples/imdb.py README.md |
| 47. | manimalek@fb.com | sayanghosh@fb.com |
7 shared files
opacus/privacy_engine.py torchdp/supported_layers_grad_samplers.py setup.py torchdp/dp_model_inspector.py torchdp/per_sample_gradient_clip.py opacus/version.py torchdp/test/layers_grad_test.py |
| 48. | manimalek@fb.com | florian.tramer@gmail.com |
7 shared files
torchdp/supported_layers_grad_samplers.py torchdp/privacy_engine.py torchdp/test/privacy_engine_test.py examples/imagenet.py torchdp/autograd_grad_sample.py torchdp/per_sample_gradient_clip.py torchdp/test/layers_grad_test.py |
| 49. | shilov@fb.com | florian.tramer@gmail.com |
7 shared files
torchdp/supported_layers_grad_samplers.py torchdp/privacy_engine.py torchdp/test/privacy_engine_test.py examples/imagenet.py torchdp/autograd_grad_sample.py torchdp/per_sample_gradient_clip.py torchdp/test/layers_grad_test.py |
| 50. | jessijzhao@gmail.com | krp@fb.com |
6 shared files
opacus/privacy_engine.py tutorials/guide_to_module_validator.ipynb tutorials/building_image_classifier.ipynb tutorials/building_lstm_name_classifier.ipynb tutorials/guide_to_grad_sampler.ipynb tutorials/building_text_classifier.ipynb |
| 51. | pierre@tholoniat.com | davidet@fb.com |
6 shared files
opacus/privacy_engine.py opacus/tests/privacy_engine_test.py opacus/tests/docstring_examples_test.py opacus/utils/tensor_utils.py examples/cifar10.py opacus/per_sample_gradient_clip.py |
| 52. | constance.beguier@owkin.com | yousefpour@fb.com |
6 shared files
opacus/privacy_engine.py docs/faq.md examples/mnist_README.md tutorials/building_text_classifier.ipynb examples/mnist.py README.md |
| 53. | touqir@ualberta.ca | krp@fb.com |
6 shared files
opacus/supported_layers_grad_samplers.py opacus/utils/packed_sequences.py opacus/tests/grad_samples/conv2d_test.py opacus/autograd_grad_sample.py opacus/tests/dp_layers/common.py opacus/tests/grad_samples/common.py |
| 54. | touqir@ualberta.ca | asablayrolles@fb.com |
6 shared files
opacus/supported_layers_grad_samplers.py opacus/tests/grad_samples/dp_lstm_test.py opacus/tests/grad_samples/conv2d_test.py opacus/layers/dp_lstm.py opacus/autograd_grad_sample.py opacus/tests/grad_samples/common.py |
| 55. | florian.tramer@gmail.com | krp@fb.com |
6 shared files
torchdp/supported_layers_grad_samplers.py torchdp/privacy_engine.py torchdp/test/privacy_engine_test.py torchdp/autograd_grad_sample.py torchdp/per_sample_gradient_clip.py torchdp/privacy_analysis.py |
| 56. | yousefpour@fb.com | ngjhn@fb.com |
6 shared files
torchdp/privacy_engine.py torchdp/test/privacy_engine_test.py examples/imagenet.py examples/mnist.py website/tutorials.json opacus/privacy_analysis.py |
| 57. | constance.beguier@owkin.com | sayanghosh@fb.com |
5 shared files
examples/char-lstm_README.md opacus/privacy_engine.py tutorials/building_lstm_name_classifier.ipynb opacus/tests/privacy_engine_test.py examples/char-lstm-classification.py |
| 58. | jessijzhao@gmail.com | shilov@fb.com |
5 shared files
opacus/privacy_engine.py tutorials/building_image_classifier.ipynb tutorials/building_lstm_name_classifier.ipynb tutorials/intro_to_advanced_features.ipynb tutorials/building_text_classifier.ipynb |
| 59. | asablayrolles@fb.com | sayanghosh@fb.com |
5 shared files
opacus/privacy_engine.py tutorials/building_lstm_name_classifier.ipynb opacus/tests/privacy_engine_test.py opacus/layers/dp_lstm.py examples/char-lstm-classification.py |
| 60. | oussamaberqi@fb.com | constance.beguier@owkin.com |
5 shared files
opacus/privacy_engine.py .circleci/config.yml examples/imdb.py examples/cifar10.py examples/char-lstm-classification.py |
| 61. | pierre@tholoniat.com | constance.beguier@owkin.com |
5 shared files
opacus/privacy_engine.py opacus/tests/privacy_engine_test.py opacus/tests/docstring_examples_test.py examples/cifar10.py opacus/utils/uniform_sampler.py |
| 62. | elrohir@163.com | davidet@fb.com |
5 shared files
opacus/tests/grad_samples/conv1d_test.py opacus/supported_layers_grad_samplers.py opacus/tests/grad_samples/conv3d_test.py opacus/utils/tensor_utils.py opacus/tests/grad_samples/conv2d_test.py |
| 63. | akashb@fb.com | manimalek@fb.com |
5 shared files
torchdp/utils/clipping.py torchdp/utils/module_inspection.py torchdp/utils/module_modification.py torchdp/test/layers_grad_test.py torchdp/utils/tests/module_modification_test.py |
| 64. | shilov@fb.com | me@madhavajay.com |
5 shared files
scripts/pytorch_install.sh setup.py .github/workflows/test-installation.yml scripts/pytorch_install.ps1 opacus/__init__.py |
| 65. | krp@fb.com | me@madhavajay.com |
5 shared files
scripts/pytorch_install.sh setup.py .github/workflows/test-installation.yml scripts/pytorch_install.ps1 opacus/__init__.py |
| 66. | asablayrolles@fb.com | romovpa@gmail.com |
5 shared files
opacus/layers/__init__.py opacus/grad_sample/__init__.py opacus/grad_sample/grad_sample_module.py examples/char-lstm-classification.py opacus/tests/grad_samples/common.py |
| 67. | romovpa@gmail.com | davidet@fb.com |
5 shared files
opacus/layers/__init__.py opacus/layers/param_rename.py opacus/tests/dp_layers/common.py examples/char-lstm-classification.py opacus/tests/grad_samples/common.py |
| 68. | jessijzhao@gmail.com | constance.beguier@owkin.com |
4 shared files
opacus/privacy_engine.py tutorials/building_image_classifier.ipynb tutorials/building_lstm_name_classifier.ipynb tutorials/building_text_classifier.ipynb |
| 69. | asablayrolles@fb.com | manimalek@fb.com |
4 shared files
opacus/privacy_engine.py opacus/supported_layers_grad_samplers.py README.md opacus/per_sample_gradient_clip.py |
| 70. | oussamaberqi@fb.com | pierre@tholoniat.com |
4 shared files
opacus/privacy_engine.py opacus/tests/ddp_hook_check.py examples/cifar10.py opacus/per_sample_gradient_clip.py |
| 71. | pierre@tholoniat.com | yousefpour@fb.com |
4 shared files
opacus/privacy_engine.py opacus/utils/tensor_utils.py opacus/per_sample_gradient_clip.py opacus/grad_sample/grad_sample_module.py |
| 72. | yousefpour@fb.com | sayanghosh@fb.com |
4 shared files
opacus/privacy_engine.py opacus/version.py opacus/layers/dp_lstm.py website/tutorials.json |
| 73. | elrohir@163.com | touqir@ualberta.ca |
4 shared files
opacus/tests/grad_samples/conv1d_test.py opacus/supported_layers_grad_samplers.py opacus/tests/grad_samples/conv3d_test.py opacus/tests/grad_samples/conv2d_test.py |
| 74. | touqir@ualberta.ca | yousefpour@fb.com |
4 shared files
opacus/supported_layers_grad_samplers.py opacus/utils/packed_sequences.py opacus/layers/dp_lstm.py opacus/autograd_grad_sample.py |
| 75. | davidet@fb.com | akashb@fb.com |
4 shared files
torchdp/utils/clipping.py torchdp/utils/module_inspection.py torchdp/utils/module_modification.py torchdp/utils/tests/module_modification_test.py |
| 76. | imironov@fb.com | yousefpour@fb.com |
4 shared files
docs/faq.md examples/mnist_README.md examples/mnist.py README.md |
| 77. | imironov@fb.com | constance.beguier@owkin.com |
4 shared files
docs/faq.md examples/mnist_README.md examples/mnist.py README.md |
| 78. | yousefpour.ashkan@gmail.com | touqir@ualberta.ca |
4 shared files
opacus/tests/grad_samples/embedding_test.py opacus/tests/grad_samples/linear_test.py opacus/tests/grad_samples/sequence_bias_test.py opacus/tests/grad_samples/common.py |
| 79. | yousefpour.ashkan@gmail.com | romovpa@fb.com |
3 shared files
opacus/privacy_engine.py opacus/layers/dp_multihead_attention.py opacus/optimizers/optimizer.py |
| 80. | yousefpour.ashkan@gmail.com | yousefpour@fb.com |
3 shared files
opacus/privacy_engine.py opacus/layers/dp_multihead_attention.py opacus/optimizers/optimizer.py |
| 81. | romovpa@fb.com | oussamaberqi@fb.com |
3 shared files
opacus/privacy_engine.py .circleci/config.yml opacus/per_sample_gradient_clip.py |
| 82. | romovpa@fb.com | pierre@tholoniat.com |
3 shared files
opacus/privacy_engine.py opacus/utils/tensor_utils.py opacus/per_sample_gradient_clip.py |
| 83. | romovpa@fb.com | manimalek@fb.com |
3 shared files
opacus/privacy_engine.py opacus/utils/stats.py opacus/per_sample_gradient_clip.py |
| 84. | oussamaberqi@fb.com | manimalek@fb.com |
3 shared files
opacus/privacy_engine.py examples/imdb.py opacus/per_sample_gradient_clip.py |
| 85. | oussamaberqi@fb.com | sayanghosh@fb.com |
3 shared files
opacus/privacy_engine.py scripts/install_via_pip.sh examples/char-lstm-classification.py |
| 86. | pierre@tholoniat.com | manimalek@fb.com |
3 shared files
opacus/privacy_engine.py opacus/tests/docstring_examples_test.py opacus/per_sample_gradient_clip.py |
| 87. | elrohir@163.com | krp@fb.com |
3 shared files
opacus/supported_layers_grad_samplers.py opacus/utils/tensor_utils.py opacus/tests/grad_samples/conv2d_test.py |
| 88. | elrohir@163.com | shilov@fb.com |
3 shared files
opacus/supported_layers_grad_samplers.py opacus/utils/tensor_utils.py opacus/tests/grad_samples/conv2d_test.py |
| 89. | elrohir@163.com | asablayrolles@fb.com |
3 shared files
opacus/supported_layers_grad_samplers.py opacus/utils/tensor_utils.py opacus/tests/grad_samples/conv2d_test.py |
| 90. | romovpa@gmail.com | yousefpour@fb.com |
3 shared files
website/sphinx/source/per_sample_gradients.rst opacus/utils/packed_sequences.py opacus/grad_sample/grad_sample_module.py |
| 91. | jessijzhao@gmail.com | gcormode@fb.com |
3 shared files
tutorials/building_image_classifier.ipynb tutorials/building_lstm_name_classifier.ipynb tutorials/building_text_classifier.ipynb |
| 92. | shilov@fb.com | gcormode@fb.com |
3 shared files
tutorials/building_image_classifier.ipynb tutorials/building_lstm_name_classifier.ipynb tutorials/building_text_classifier.ipynb |
| 93. | gcormode@fb.com | constance.beguier@owkin.com |
3 shared files
tutorials/building_image_classifier.ipynb tutorials/building_lstm_name_classifier.ipynb tutorials/building_text_classifier.ipynb |
| 94. | gcormode@fb.com | krp@fb.com |
3 shared files
tutorials/building_image_classifier.ipynb tutorials/building_lstm_name_classifier.ipynb tutorials/building_text_classifier.ipynb |
| 95. | ngjhn@fb.com | constance.beguier@owkin.com |
3 shared files
tutorials/building_image_classifier.ipynb examples/mnist.py examples/cifar10.py |
| 96. | shilov@fb.com | pstock@fb.com |
3 shared files
requirements.txt opacus/grad_sample/linear.py opacus/grad_sample/grad_sample_module.py |
| 97. | krp@fb.com | pstock@fb.com |
3 shared files
requirements.txt opacus/grad_sample/linear.py opacus/grad_sample/grad_sample_module.py |
| 98. | yousefpour@fb.com |
3 shared files
website/package.json torchdp/privacy_engine.py website/yarn.lock |
|
| 99. | krp@fb.com |
3 shared files
website/package.json torchdp/privacy_engine.py website/yarn.lock |
|
| 100. | davidet@fb.com |
3 shared files
website/package.json torchdp/privacy_engine.py website/yarn.lock |
3 contributors (4 commits):
| # | Contributor |
First Commit |
Latest Commit |
Commits Count |
File Updates (per extension) |
|---|---|---|---|---|---|
| 1. | asablayrolles@fb.com | 2020-11-02 | 2022-01-21 | 2 (50%) | py (2) |
| 2. | krp@fb.com | 2020-02-08 | 2022-01-04 | 1 (25%) | py (1), md (1) |
| 3. | sarthak.pati@pennmedicine.upenn.edu | 2022-01-20 | 2022-01-20 | 1 (25%) | md (1), js (1), in (1) |
15 contributors (242 commits):
| # | Contributor |
First Commit |
Latest Commit |
Commits Count |
File Updates (per extension) |
|---|---|---|---|---|---|
| 1. | shilov@fb.com | 2020-04-17 | 2021-12-10 | 125 (51%) | py (767), md (37), yml (32), rst (28), ipynb (24) |
| 2. | krp@fb.com | 2020-02-08 | 2022-01-04 | 44 (18%) | py (285), md (19), ipynb (7), yml (7), rst (6) |
| 3. | asablayrolles@fb.com | 2020-11-02 | 2022-01-21 | 34 (14%) | py (57) |
| 4. | romovpa@fb.com | 2021-11-09 | 2021-12-01 | 14 (5%) | py (44), yml (3), txt (2) |
| 5. | pstock@fb.com | 2021-11-03 | 2021-11-09 | 7 (2%) | py (7), txt (1) |
| 6. | yousefpour.ashkan@gmail.com | 2021-11-18 | 2021-11-24 | 3 (1%) | py (11), pt (1) |
| 7. | yousefpour@fb.com | 2020-02-15 | 2021-12-16 | 2 (<1%) | js (4), py (2), md (2), json (1), png (1) |
| 8. | imironov@fb.com | 2020-04-20 | 2021-12-22 | 2 (<1%) | md (2) |
| 9. | jessicazhao@fb.com | 2021-12-10 | 2021-12-21 | 2 (<1%) | py (1), md (1) |
| 10. | birdx0810@gmail.com | 2021-12-10 | 2021-12-21 | 2 (<1%) | py (2) |
| 11. | theo.leffyr@gmail.com | 2021-12-03 | 2021-12-08 | 2 (<1%) | md (2) |
| 12. | jessijzhao@gmail.com | 2021-12-02 | 2021-12-03 | 2 (<1%) | ipynb (6), py (1) |
| 13. | sarthak.pati@pennmedicine.upenn.edu | 2022-01-20 | 2022-01-20 | 1 (<1%) | md (1), js (1), in (1) |
| 14. | royrinberg@gmail.com | 2021-12-02 | 2021-12-02 | 1 (<1%) | ipynb (1) |
| 15. | pierrestock@users.noreply.github.com | 2021-11-10 | 2021-11-10 | 1 (<1%) | txt (1) |
Contributor Dependencies
A contributor dependency is detected if two contributors have changed the same files in the past 90 days.
C-median: 7.0
A half of the contributors has more than 7.0 connections, and a half has less than this number.
C-mean: 6.5
An average number of connections a contributor has with other contributors.
C-index: 7.0
There are 7.0 contributors with 7.0 or more connections.
Most Connected Contributors
| Contributor | # connections | # commits | |
|---|---|---|---|
| 1. | shilov@fb.com | 14 | 125 |
| 2. | krp@fb.com | 13 | 44 |
| 3. | asablayrolles@fb.com | 8 | 34 |
| 4. | romovpa@fb.com | 8 | 14 |
| 5. | yousefpour.ashkan@gmail.com | 8 | 3 |
| 6. | yousefpour@fb.com | 8 | 2 |
| 7. | jessicazhao@fb.com | 7 | 2 |
| 8. | jessijzhao@gmail.com | 7 | 2 |
| 9. | birdx0810@gmail.com | 6 | 2 |
| 10. | theo.leffyr@gmail.com | 4 | 2 |
| 11. | sarthak.pati@pennmedicine.upenn.edu | 4 | 1 |
| 12. | pstock@fb.com | 3 | 7 |
| 13. | imironov@fb.com | 3 | 2 |
| 14. | pierrestock@users.noreply.github.com | 3 | 1 |
| 15. | royrinberg@gmail.com | 2 | 1 |
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
Contributor 1
Contributor 2
# shared files
1.
krp@fb.com
shilov@fb.com
104 shared files
website/sphinx/source/dp_rnn.rst
dev_requirements.txt
opacus/utils/tensor_utils.py
opacus/optimizers/utils.py
opacus/scheduler.py
opacus/tests/grad_samples/conv2d_test.py
opacus/grad_sample/__init__.py
opacus/version.py
opacus/tests/accountants_test.py
opacus/tests/randomness_test.py
opacus/optimizers/ddp_perlayeroptimizer.py
opacus/validators/lstm.py
opacus/accountants/utils.py
CONTRIBUTING.md
opacus/privacy_engine.py
opacus/validators/errors.py
opacus/accountants/analysis/gdp.py
opacus/tests/multigpu_gradcheck.py
opacus/tests/scheduler_test.py
opacus/validators/multihead_attention.py
opacus/__init__.py
scripts/install_via_pip.sh
opacus/README.md
opacus/tests/grad_sample_module_test.py
opacus/utils/module_utils.py
opacus/tests/batch_memory_manager_test.py
opacus/utils/stats.py
opacus/grad_sample/group_norm.py
.circleci/config.yml
opacus/accountants/gdp.py
website/sphinx/source/per_sample_gradients.rst
run_results_imdb_classification.pt
opacus/tests/validators/batch_norm_test.py
requirements.txt
opacus/tests/poisson_test.py
opacus/tests/distributed_poisson_test.py
opacus/distributed.py
examples/mnist.py
website/sphinx/source/layers.rst
opacus/tests/ddp_hook_check.py
docs/faq.md
opacus/accountants/accountant.py
opacus/accountants/analysis/rdp.py
opacus/validators/__init__.py
.github/workflows/python-publish.yml
opacus/tests/validators/ddp_test.py
Migration_Guide.md
scripts/pytorch_install.sh
website/pages/tutorials/index.js
opacus/tests/validators/instance_norm_test.py
setup.py
opacus/layers/dp_multihead_attention.py
website/tutorials.json
opacus/validators/ddp.py
opacus/optimizers/ddpoptimizer.py
opacus/validators/module_validator.py
opacus/grad_sample/instance_norm.py
opacus/grad_sample/utils.py
opacus/grad_sample/layer_norm.py
examples/imdb.py
opacus/utils/packed_sequences.py
opacus/validators/instance_norm.py
opacus/utils/batch_memory_manager.py
opacus/tests/validators/lstm_test.py
CHANGELOG.md
opacus/tests/validators/__init__.py
opacus/grad_sample/dp_multihead_attention.py
README.md
.github/workflows/test-installation.yml
opacus/layers/__init__.py
opacus/optimizers/perlayeroptimizer.py
examples/cifar10.py
opacus/tests/validators/multihead_attention_test.py
examples/vision_benchmark.py
opacus/tests/grad_samples/dp_rnn_test.py
opacus/grad_sample/conv.py
opacus/tests/module_validator_test.py
opacus/grad_sample/embedding.py
opacus/layers/param_rename.py
opacus/optimizers/__init__.py
opacus/tests/dp_layers/common.py
opacus/accountants/__init__.py
opacus/validators/batch_norm.py
opacus/grad_sample/linear.py
opacus/tests/virtual_step_test.py
opacus/accountants/rdp.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
opacus/utils/uniform_sampler.py
scripts/pytorch_install.ps1
opacus/layers/dp_rnn.py
opacus/grad_sample/grad_sample_module.py
conftest.py
opacus/scripts/compute_dp_sgd_privacy.py
tutorials/guide_module_validator.ipynb
examples/char-lstm-classification.py
examples/dcgan.py
opacus/tests/privacy_engine_test.py
opacus/validators/utils.py
opacus/tests/docstring_examples_test.py
...
2.
romovpa@fb.com
shilov@fb.com
15 shared files
dev_requirements.txt
opacus/utils/tensor_utils.py
opacus/privacy_engine.py
examples/mnist_lightning.py
opacus/utils/stats.py
.circleci/config.yml
opacus/accountants/analysis/rdp.py
opacus/layers/dp_multihead_attention.py
opacus/grad_sample/utils.py
opacus/layers/param_rename.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
conftest.py
opacus/scripts/compute_dp_sgd_privacy.py
opacus/validators/utils.py
3.
shilov@fb.com
asablayrolles@fb.com
15 shared files
opacus/utils/tensor_utils.py
opacus/tests/grad_samples/conv2d_test.py
opacus/privacy_engine.py
opacus/tests/multigpu_gradcheck.py
opacus/tests/distributed_poisson_test.py
opacus/accountants/analysis/rdp.py
opacus/validators/__init__.py
opacus/optimizers/ddpoptimizer.py
opacus/utils/batch_memory_manager.py
opacus/tests/dpdataloader_test.py
examples/vision_benchmark.py
opacus/grad_sample/conv.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
opacus/data_loader.py
4.
krp@fb.com
romovpa@fb.com
14 shared files
dev_requirements.txt
opacus/utils/tensor_utils.py
opacus/privacy_engine.py
opacus/utils/stats.py
.circleci/config.yml
opacus/accountants/analysis/rdp.py
opacus/layers/dp_multihead_attention.py
opacus/grad_sample/utils.py
opacus/layers/param_rename.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
conftest.py
opacus/scripts/compute_dp_sgd_privacy.py
opacus/validators/utils.py
5.
krp@fb.com
asablayrolles@fb.com
14 shared files
opacus/utils/tensor_utils.py
opacus/tests/grad_samples/conv2d_test.py
opacus/privacy_engine.py
opacus/tests/multigpu_gradcheck.py
opacus/tests/distributed_poisson_test.py
opacus/accountants/analysis/rdp.py
opacus/validators/__init__.py
opacus/optimizers/ddpoptimizer.py
opacus/utils/batch_memory_manager.py
examples/vision_benchmark.py
opacus/grad_sample/conv.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
opacus/data_loader.py
6.
shilov@fb.com
yousefpour.ashkan@gmail.com
12 shared files
opacus/optimizers/ddp_perlayeroptimizer.py
opacus/privacy_engine.py
run_results_imdb_classification.pt
opacus/tests/grad_samples/sequence_bias_test.py
opacus/layers/dp_multihead_attention.py
opacus/optimizers/ddpoptimizer.py
opacus/optimizers/perlayeroptimizer.py
opacus/tests/grad_samples/embedding_test.py
opacus/optimizers/optimizer.py
opacus/tests/grad_samples/linear_test.py
opacus/tests/privacy_engine_test.py
opacus/tests/grad_samples/common.py
7.
krp@fb.com
yousefpour.ashkan@gmail.com
9 shared files
opacus/optimizers/ddp_perlayeroptimizer.py
opacus/privacy_engine.py
run_results_imdb_classification.pt
opacus/layers/dp_multihead_attention.py
opacus/optimizers/ddpoptimizer.py
opacus/optimizers/perlayeroptimizer.py
opacus/optimizers/optimizer.py
opacus/tests/privacy_engine_test.py
opacus/tests/grad_samples/common.py
8.
yousefpour@fb.com
shilov@fb.com
6 shared files
website/pages/en/index.js
Migration_Guide.md
website/pages/tutorials/index.js
website/tutorials.json
opacus/grad_sample/conv.py
opacus/optimizers/optimizer.py
9.
asablayrolles@fb.com
romovpa@fb.com
5 shared files
opacus/utils/tensor_utils.py
opacus/privacy_engine.py
opacus/accountants/analysis/rdp.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
10.
jessijzhao@gmail.com
shilov@fb.com
5 shared files
opacus/privacy_engine.py
tutorials/building_image_classifier.ipynb
tutorials/building_text_classifier.ipynb
tutorials/building_lstm_name_classifier.ipynb
tutorials/intro_to_advanced_features.ipynb
11.
yousefpour@fb.com
krp@fb.com
5 shared files
Migration_Guide.md
website/pages/tutorials/index.js
website/tutorials.json
opacus/grad_sample/conv.py
opacus/optimizers/optimizer.py
12.
jessijzhao@gmail.com
krp@fb.com
3 shared files
opacus/privacy_engine.py
tutorials/guide_to_module_validator.ipynb
tutorials/guide_to_grad_sampler.ipynb
13.
yousefpour.ashkan@gmail.com
romovpa@fb.com
3 shared files
opacus/privacy_engine.py
opacus/layers/dp_multihead_attention.py
opacus/optimizers/optimizer.py
14.
yousefpour.ashkan@gmail.com
asablayrolles@fb.com
3 shared files
opacus/privacy_engine.py
opacus/optimizers/ddpoptimizer.py
opacus/optimizers/optimizer.py
15.
shilov@fb.com
pstock@fb.com
3 shared files
requirements.txt
opacus/grad_sample/linear.py
opacus/grad_sample/grad_sample_module.py
16.
krp@fb.com
pstock@fb.com
3 shared files
requirements.txt
opacus/grad_sample/linear.py
opacus/grad_sample/grad_sample_module.py
17.
yousefpour@fb.com
theo.leffyr@gmail.com
2 shared files
.github/ISSUE_TEMPLATE/bug-report.md
Migration_Guide.md
18.
birdx0810@gmail.com
shilov@fb.com
2 shared files
opacus/privacy_engine.py
opacus/layers/dp_rnn.py
19.
birdx0810@gmail.com
krp@fb.com
2 shared files
opacus/privacy_engine.py
opacus/layers/dp_rnn.py
20.
sarthak.pati@pennmedicine.upenn.edu
shilov@fb.com
2 shared files
website/pages/en/index.js
README.md
21.
imironov@fb.com
krp@fb.com
2 shared files
docs/faq.md
README.md
22.
imironov@fb.com
shilov@fb.com
2 shared files
docs/faq.md
README.md
23.
yousefpour@fb.com
jessicazhao@fb.com
2 shared files
Migration_Guide.md
opacus/optimizers/optimizer.py
24.
jessicazhao@fb.com
shilov@fb.com
2 shared files
Migration_Guide.md
opacus/optimizers/optimizer.py
25.
jessicazhao@fb.com
krp@fb.com
2 shared files
Migration_Guide.md
opacus/optimizers/optimizer.py
26.
yousefpour@fb.com
asablayrolles@fb.com
2 shared files
opacus/grad_sample/conv.py
opacus/optimizers/optimizer.py
27.
birdx0810@gmail.com
jessijzhao@gmail.com
1 shared file
opacus/privacy_engine.py
28.
birdx0810@gmail.com
yousefpour.ashkan@gmail.com
1 shared file
opacus/privacy_engine.py
29.
birdx0810@gmail.com
romovpa@fb.com
1 shared file
opacus/privacy_engine.py
30.
birdx0810@gmail.com
asablayrolles@fb.com
1 shared file
opacus/privacy_engine.py
31.
jessijzhao@gmail.com
yousefpour.ashkan@gmail.com
1 shared file
opacus/privacy_engine.py
32.
jessijzhao@gmail.com
romovpa@fb.com
1 shared file
opacus/privacy_engine.py
33.
jessijzhao@gmail.com
asablayrolles@fb.com
1 shared file
opacus/privacy_engine.py
34.
jessijzhao@gmail.com
royrinberg@gmail.com
1 shared file
tutorials/building_image_classifier.ipynb
35.
royrinberg@gmail.com
shilov@fb.com
1 shared file
tutorials/building_image_classifier.ipynb
36.
shilov@fb.com
pierrestock@users.noreply.github.com
1 shared file
requirements.txt
37.
krp@fb.com
pierrestock@users.noreply.github.com
1 shared file
requirements.txt
38.
pierrestock@users.noreply.github.com
pstock@fb.com
1 shared file
requirements.txt
39.
sarthak.pati@pennmedicine.upenn.edu
yousefpour@fb.com
1 shared file
website/pages/en/index.js
40.
jessicazhao@fb.com
theo.leffyr@gmail.com
1 shared file
Migration_Guide.md
41.
shilov@fb.com
theo.leffyr@gmail.com
1 shared file
Migration_Guide.md
42.
theo.leffyr@gmail.com
krp@fb.com
1 shared file
Migration_Guide.md
43.
sarthak.pati@pennmedicine.upenn.edu
imironov@fb.com
1 shared file
README.md
44.
sarthak.pati@pennmedicine.upenn.edu
krp@fb.com
1 shared file
README.md
45.
asablayrolles@fb.com
jessicazhao@fb.com
1 shared file
opacus/optimizers/optimizer.py
46.
jessicazhao@fb.com
romovpa@fb.com
1 shared file
opacus/optimizers/optimizer.py
47.
jessicazhao@fb.com
yousefpour.ashkan@gmail.com
1 shared file
opacus/optimizers/optimizer.py
48.
yousefpour@fb.com
romovpa@fb.com
1 shared file
opacus/optimizers/optimizer.py
49.
yousefpour@fb.com
yousefpour.ashkan@gmail.com
1 shared file
opacus/optimizers/optimizer.py
| Contributor 1 | Contributor 2 | # shared files | |
|---|---|---|---|
| 1. | krp@fb.com | shilov@fb.com |
104 shared files
website/sphinx/source/dp_rnn.rst dev_requirements.txt opacus/utils/tensor_utils.py opacus/optimizers/utils.py opacus/scheduler.py opacus/tests/grad_samples/conv2d_test.py opacus/grad_sample/__init__.py opacus/version.py opacus/tests/accountants_test.py opacus/tests/randomness_test.py opacus/optimizers/ddp_perlayeroptimizer.py opacus/validators/lstm.py opacus/accountants/utils.py CONTRIBUTING.md opacus/privacy_engine.py opacus/validators/errors.py opacus/accountants/analysis/gdp.py opacus/tests/multigpu_gradcheck.py opacus/tests/scheduler_test.py opacus/validators/multihead_attention.py opacus/__init__.py scripts/install_via_pip.sh opacus/README.md opacus/tests/grad_sample_module_test.py opacus/utils/module_utils.py opacus/tests/batch_memory_manager_test.py opacus/utils/stats.py opacus/grad_sample/group_norm.py .circleci/config.yml opacus/accountants/gdp.py website/sphinx/source/per_sample_gradients.rst run_results_imdb_classification.pt opacus/tests/validators/batch_norm_test.py requirements.txt opacus/tests/poisson_test.py opacus/tests/distributed_poisson_test.py opacus/distributed.py examples/mnist.py website/sphinx/source/layers.rst opacus/tests/ddp_hook_check.py docs/faq.md opacus/accountants/accountant.py opacus/accountants/analysis/rdp.py opacus/validators/__init__.py .github/workflows/python-publish.yml opacus/tests/validators/ddp_test.py Migration_Guide.md scripts/pytorch_install.sh website/pages/tutorials/index.js opacus/tests/validators/instance_norm_test.py setup.py opacus/layers/dp_multihead_attention.py website/tutorials.json opacus/validators/ddp.py opacus/optimizers/ddpoptimizer.py opacus/validators/module_validator.py opacus/grad_sample/instance_norm.py opacus/grad_sample/utils.py opacus/grad_sample/layer_norm.py examples/imdb.py opacus/utils/packed_sequences.py opacus/validators/instance_norm.py opacus/utils/batch_memory_manager.py opacus/tests/validators/lstm_test.py CHANGELOG.md opacus/tests/validators/__init__.py opacus/grad_sample/dp_multihead_attention.py README.md .github/workflows/test-installation.yml opacus/layers/__init__.py opacus/optimizers/perlayeroptimizer.py examples/cifar10.py opacus/tests/validators/multihead_attention_test.py examples/vision_benchmark.py opacus/tests/grad_samples/dp_rnn_test.py opacus/grad_sample/conv.py opacus/tests/module_validator_test.py opacus/grad_sample/embedding.py opacus/layers/param_rename.py opacus/optimizers/__init__.py opacus/tests/dp_layers/common.py opacus/accountants/__init__.py opacus/validators/batch_norm.py opacus/grad_sample/linear.py opacus/tests/virtual_step_test.py opacus/accountants/rdp.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py opacus/utils/uniform_sampler.py scripts/pytorch_install.ps1 opacus/layers/dp_rnn.py opacus/grad_sample/grad_sample_module.py conftest.py opacus/scripts/compute_dp_sgd_privacy.py tutorials/guide_module_validator.ipynb examples/char-lstm-classification.py examples/dcgan.py opacus/tests/privacy_engine_test.py opacus/validators/utils.py opacus/tests/docstring_examples_test.py ... |
| 2. | romovpa@fb.com | shilov@fb.com |
15 shared files
dev_requirements.txt opacus/utils/tensor_utils.py opacus/privacy_engine.py examples/mnist_lightning.py opacus/utils/stats.py .circleci/config.yml opacus/accountants/analysis/rdp.py opacus/layers/dp_multihead_attention.py opacus/grad_sample/utils.py opacus/layers/param_rename.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py conftest.py opacus/scripts/compute_dp_sgd_privacy.py opacus/validators/utils.py |
| 3. | shilov@fb.com | asablayrolles@fb.com |
15 shared files
opacus/utils/tensor_utils.py opacus/tests/grad_samples/conv2d_test.py opacus/privacy_engine.py opacus/tests/multigpu_gradcheck.py opacus/tests/distributed_poisson_test.py opacus/accountants/analysis/rdp.py opacus/validators/__init__.py opacus/optimizers/ddpoptimizer.py opacus/utils/batch_memory_manager.py opacus/tests/dpdataloader_test.py examples/vision_benchmark.py opacus/grad_sample/conv.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py opacus/data_loader.py |
| 4. | krp@fb.com | romovpa@fb.com |
14 shared files
dev_requirements.txt opacus/utils/tensor_utils.py opacus/privacy_engine.py opacus/utils/stats.py .circleci/config.yml opacus/accountants/analysis/rdp.py opacus/layers/dp_multihead_attention.py opacus/grad_sample/utils.py opacus/layers/param_rename.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py conftest.py opacus/scripts/compute_dp_sgd_privacy.py opacus/validators/utils.py |
| 5. | krp@fb.com | asablayrolles@fb.com |
14 shared files
opacus/utils/tensor_utils.py opacus/tests/grad_samples/conv2d_test.py opacus/privacy_engine.py opacus/tests/multigpu_gradcheck.py opacus/tests/distributed_poisson_test.py opacus/accountants/analysis/rdp.py opacus/validators/__init__.py opacus/optimizers/ddpoptimizer.py opacus/utils/batch_memory_manager.py examples/vision_benchmark.py opacus/grad_sample/conv.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py opacus/data_loader.py |
| 6. | shilov@fb.com | yousefpour.ashkan@gmail.com |
12 shared files
opacus/optimizers/ddp_perlayeroptimizer.py opacus/privacy_engine.py run_results_imdb_classification.pt opacus/tests/grad_samples/sequence_bias_test.py opacus/layers/dp_multihead_attention.py opacus/optimizers/ddpoptimizer.py opacus/optimizers/perlayeroptimizer.py opacus/tests/grad_samples/embedding_test.py opacus/optimizers/optimizer.py opacus/tests/grad_samples/linear_test.py opacus/tests/privacy_engine_test.py opacus/tests/grad_samples/common.py |
| 7. | krp@fb.com | yousefpour.ashkan@gmail.com |
9 shared files
opacus/optimizers/ddp_perlayeroptimizer.py opacus/privacy_engine.py run_results_imdb_classification.pt opacus/layers/dp_multihead_attention.py opacus/optimizers/ddpoptimizer.py opacus/optimizers/perlayeroptimizer.py opacus/optimizers/optimizer.py opacus/tests/privacy_engine_test.py opacus/tests/grad_samples/common.py |
| 8. | yousefpour@fb.com | shilov@fb.com |
6 shared files
website/pages/en/index.js Migration_Guide.md website/pages/tutorials/index.js website/tutorials.json opacus/grad_sample/conv.py opacus/optimizers/optimizer.py |
| 9. | asablayrolles@fb.com | romovpa@fb.com |
5 shared files
opacus/utils/tensor_utils.py opacus/privacy_engine.py opacus/accountants/analysis/rdp.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py |
| 10. | jessijzhao@gmail.com | shilov@fb.com |
5 shared files
opacus/privacy_engine.py tutorials/building_image_classifier.ipynb tutorials/building_text_classifier.ipynb tutorials/building_lstm_name_classifier.ipynb tutorials/intro_to_advanced_features.ipynb |
| 11. | yousefpour@fb.com | krp@fb.com |
5 shared files
Migration_Guide.md website/pages/tutorials/index.js website/tutorials.json opacus/grad_sample/conv.py opacus/optimizers/optimizer.py |
| 12. | jessijzhao@gmail.com | krp@fb.com |
3 shared files
opacus/privacy_engine.py tutorials/guide_to_module_validator.ipynb tutorials/guide_to_grad_sampler.ipynb |
| 13. | yousefpour.ashkan@gmail.com | romovpa@fb.com |
3 shared files
opacus/privacy_engine.py opacus/layers/dp_multihead_attention.py opacus/optimizers/optimizer.py |
| 14. | yousefpour.ashkan@gmail.com | asablayrolles@fb.com |
3 shared files
opacus/privacy_engine.py opacus/optimizers/ddpoptimizer.py opacus/optimizers/optimizer.py |
| 15. | shilov@fb.com | pstock@fb.com |
3 shared files
requirements.txt opacus/grad_sample/linear.py opacus/grad_sample/grad_sample_module.py |
| 16. | krp@fb.com | pstock@fb.com |
3 shared files
requirements.txt opacus/grad_sample/linear.py opacus/grad_sample/grad_sample_module.py |
| 17. | yousefpour@fb.com | theo.leffyr@gmail.com |
2 shared files
.github/ISSUE_TEMPLATE/bug-report.md Migration_Guide.md |
| 18. | birdx0810@gmail.com | shilov@fb.com |
2 shared files
opacus/privacy_engine.py opacus/layers/dp_rnn.py |
| 19. | birdx0810@gmail.com | krp@fb.com |
2 shared files
opacus/privacy_engine.py opacus/layers/dp_rnn.py |
| 20. | sarthak.pati@pennmedicine.upenn.edu | shilov@fb.com |
2 shared files
website/pages/en/index.js README.md |
| 21. | imironov@fb.com | krp@fb.com |
2 shared files
docs/faq.md README.md |
| 22. | imironov@fb.com | shilov@fb.com |
2 shared files
docs/faq.md README.md |
| 23. | yousefpour@fb.com | jessicazhao@fb.com |
2 shared files
Migration_Guide.md opacus/optimizers/optimizer.py |
| 24. | jessicazhao@fb.com | shilov@fb.com |
2 shared files
Migration_Guide.md opacus/optimizers/optimizer.py |
| 25. | jessicazhao@fb.com | krp@fb.com |
2 shared files
Migration_Guide.md opacus/optimizers/optimizer.py |
| 26. | yousefpour@fb.com | asablayrolles@fb.com |
2 shared files
opacus/grad_sample/conv.py opacus/optimizers/optimizer.py |
| 27. | birdx0810@gmail.com | jessijzhao@gmail.com |
1 shared file
opacus/privacy_engine.py |
| 28. | birdx0810@gmail.com | yousefpour.ashkan@gmail.com |
1 shared file
opacus/privacy_engine.py |
| 29. | birdx0810@gmail.com | romovpa@fb.com |
1 shared file
opacus/privacy_engine.py |
| 30. | birdx0810@gmail.com | asablayrolles@fb.com |
1 shared file
opacus/privacy_engine.py |
| 31. | jessijzhao@gmail.com | yousefpour.ashkan@gmail.com |
1 shared file
opacus/privacy_engine.py |
| 32. | jessijzhao@gmail.com | romovpa@fb.com |
1 shared file
opacus/privacy_engine.py |
| 33. | jessijzhao@gmail.com | asablayrolles@fb.com |
1 shared file
opacus/privacy_engine.py |
| 34. | jessijzhao@gmail.com | royrinberg@gmail.com |
1 shared file
tutorials/building_image_classifier.ipynb |
| 35. | royrinberg@gmail.com | shilov@fb.com |
1 shared file
tutorials/building_image_classifier.ipynb |
| 36. | shilov@fb.com | pierrestock@users.noreply.github.com |
1 shared file
requirements.txt |
| 37. | krp@fb.com | pierrestock@users.noreply.github.com |
1 shared file
requirements.txt |
| 38. | pierrestock@users.noreply.github.com | pstock@fb.com |
1 shared file
requirements.txt |
| 39. | sarthak.pati@pennmedicine.upenn.edu | yousefpour@fb.com |
1 shared file
website/pages/en/index.js |
| 40. | jessicazhao@fb.com | theo.leffyr@gmail.com |
1 shared file
Migration_Guide.md |
| 41. | shilov@fb.com | theo.leffyr@gmail.com |
1 shared file
Migration_Guide.md |
| 42. | theo.leffyr@gmail.com | krp@fb.com |
1 shared file
Migration_Guide.md |
| 43. | sarthak.pati@pennmedicine.upenn.edu | imironov@fb.com |
1 shared file
README.md |
| 44. | sarthak.pati@pennmedicine.upenn.edu | krp@fb.com |
1 shared file
README.md |
| 45. | asablayrolles@fb.com | jessicazhao@fb.com |
1 shared file
opacus/optimizers/optimizer.py |
| 46. | jessicazhao@fb.com | romovpa@fb.com |
1 shared file
opacus/optimizers/optimizer.py |
| 47. | jessicazhao@fb.com | yousefpour.ashkan@gmail.com |
1 shared file
opacus/optimizers/optimizer.py |
| 48. | yousefpour@fb.com | romovpa@fb.com |
1 shared file
opacus/optimizers/optimizer.py |
| 49. | yousefpour@fb.com | yousefpour.ashkan@gmail.com |
1 shared file
opacus/optimizers/optimizer.py |
19 contributors (309 commits):
| # | Contributor |
First Commit |
Latest Commit |
Commits Count |
|---|---|---|---|---|
| 1. | shilov@fb.com | 2020-04-17 | 2021-12-10 | 150 (48%) |
| 2. | krp@fb.com | 2020-02-08 | 2022-01-04 | 58 (18%) |
| 3. | asablayrolles@fb.com | 2020-11-02 | 2022-01-21 | 56 (18%) |
| 4. | romovpa@fb.com | 2021-11-09 | 2021-12-01 | 14 (4%) |
| 5. | pstock@fb.com | 2021-11-03 | 2021-11-09 | 7 (2%) |
| 6. | yousefpour@fb.com | 2020-02-15 | 2021-12-16 | 3 (<1%) |
| 7. | yousefpour.ashkan@gmail.com | 2021-11-18 | 2021-11-24 | 3 (<1%) |
| 8. | imironov@fb.com | 2020-04-20 | 2021-12-22 | 2 (<1%) |
| 9. | jessicazhao@fb.com | 2021-12-10 | 2021-12-21 | 2 (<1%) |
| 10. | birdx0810@gmail.com | 2021-12-10 | 2021-12-21 | 2 (<1%) |
| 11. | theo.leffyr@gmail.com | 2021-12-03 | 2021-12-08 | 2 (<1%) |
| 12. | jessijzhao@gmail.com | 2021-12-02 | 2021-12-03 | 2 (<1%) |
| 13. | oussamaberqi@fb.com | 2021-09-29 | 2021-10-22 | 2 (<1%) |
| 14. | sarthak.pati@pennmedicine.upenn.edu | 2022-01-20 | 2022-01-20 | 1 (<1%) |
| 15. | royrinberg@gmail.com | 2021-12-02 | 2021-12-02 | 1 (<1%) |
| 16. | pierrestock@users.noreply.github.com | 2021-11-10 | 2021-11-10 | 1 (<1%) |
| 17. | romovpa@gmail.com | 2021-10-15 | 2021-10-15 | 1 (<1%) |
| 18. | pierre@tholoniat.com | 2021-09-01 | 2021-09-01 | 1 (<1%) |
| 19. | ezyang@fb.com | 2021-07-30 | 2021-07-30 | 1 (<1%) |
Contributor Dependencies
A contributor dependency is detected if two contributors have changed the same files in the past 180 days.
C-median: 9.0
A half of the contributors has more than 9.0 connections, and a half has less than this number.
C-mean: 8.7
An average number of connections a contributor has with other contributors.
C-index: 9.0
There are 9.0 contributors with 9.0 or more connections.
Most Connected Contributors
| Contributor | # connections | # commits | |
|---|---|---|---|
| 1. | shilov@fb.com | 18 | 150 |
| 2. | krp@fb.com | 17 | 58 |
| 3. | asablayrolles@fb.com | 15 | 56 |
| 4. | yousefpour.ashkan@gmail.com | 12 | 3 |
| 5. | romovpa@fb.com | 11 | 14 |
| 6. | romovpa@gmail.com | 10 | 1 |
| 7. | pierre@tholoniat.com | 10 | 1 |
| 8. | yousefpour@fb.com | 9 | 3 |
| 9. | birdx0810@gmail.com | 9 | 2 |
| 10. | jessijzhao@gmail.com | 9 | 2 |
| 11. | oussamaberqi@fb.com | 9 | 2 |
| 12. | jessicazhao@fb.com | 7 | 2 |
| 13. | pstock@fb.com | 6 | 7 |
| 14. | imironov@fb.com | 5 | 2 |
| 15. | theo.leffyr@gmail.com | 5 | 2 |
| 16. | sarthak.pati@pennmedicine.upenn.edu | 5 | 1 |
| 17. | ezyang@fb.com | 4 | 1 |
| 18. | pierrestock@users.noreply.github.com | 3 | 1 |
| 19. | royrinberg@gmail.com | 2 | 1 |
Contributor Dependencies via Shared Files
show graph...
The number on lines shows the number of same files that both persons changed in past 180 days.
- open 3D force graph
Contributor 1
Contributor 2
# shared files
1.
krp@fb.com
shilov@fb.com
106 shared files
website/sphinx/source/dp_rnn.rst
dev_requirements.txt
opacus/utils/tensor_utils.py
opacus/optimizers/utils.py
opacus/scheduler.py
opacus/tests/grad_samples/conv2d_test.py
opacus/optimizer.py
opacus/grad_sample/__init__.py
opacus/version.py
opacus/tests/accountants_test.py
opacus/tests/randomness_test.py
opacus/optimizers/ddp_perlayeroptimizer.py
opacus/validators/lstm.py
opacus/accountants/utils.py
CONTRIBUTING.md
opacus/privacy_engine.py
opacus/validators/errors.py
opacus/accountants/analysis/gdp.py
opacus/tests/multigpu_gradcheck.py
opacus/tests/scheduler_test.py
opacus/validators/multihead_attention.py
opacus/__init__.py
scripts/install_via_pip.sh
opacus/README.md
opacus/tests/grad_sample_module_test.py
opacus/utils/module_utils.py
opacus/tests/batch_memory_manager_test.py
opacus/utils/stats.py
opacus/grad_sample/group_norm.py
.circleci/config.yml
opacus/accountants/gdp.py
website/sphinx/source/per_sample_gradients.rst
run_results_imdb_classification.pt
opacus/tests/validators/batch_norm_test.py
requirements.txt
opacus/tests/poisson_test.py
opacus/tests/distributed_poisson_test.py
opacus/distributed.py
examples/mnist.py
website/sphinx/source/layers.rst
opacus/tests/ddp_hook_check.py
docs/faq.md
opacus/accountants/accountant.py
opacus/accountants/analysis/rdp.py
opacus/validators/__init__.py
.github/workflows/python-publish.yml
opacus/tests/validators/ddp_test.py
Migration_Guide.md
scripts/pytorch_install.sh
website/pages/tutorials/index.js
opacus/tests/validators/instance_norm_test.py
setup.py
opacus/layers/dp_multihead_attention.py
website/tutorials.json
opacus/validators/ddp.py
opacus/optimizers/ddpoptimizer.py
opacus/validators/module_validator.py
opacus/grad_sample/instance_norm.py
opacus/grad_sample/utils.py
opacus/grad_sample/layer_norm.py
examples/imdb.py
opacus/utils/packed_sequences.py
opacus/validators/instance_norm.py
opacus/utils/batch_memory_manager.py
opacus/tests/validators/lstm_test.py
CHANGELOG.md
opacus/tests/validators/__init__.py
opacus/grad_sample/dp_multihead_attention.py
README.md
.github/workflows/test-installation.yml
opacus/layers/__init__.py
opacus/optimizers/perlayeroptimizer.py
examples/cifar10.py
opacus/tests/validators/multihead_attention_test.py
examples/vision_benchmark.py
opacus/tests/grad_samples/dp_rnn_test.py
opacus/grad_sample/conv.py
opacus/tests/module_validator_test.py
opacus/grad_sample/embedding.py
opacus/layers/param_rename.py
opacus/optimizers/__init__.py
opacus/tests/dp_layers/common.py
opacus/accountants/__init__.py
opacus/validators/batch_norm.py
opacus/grad_sample/linear.py
opacus/tests/virtual_step_test.py
opacus/accountants/rdp.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
opacus/utils/uniform_sampler.py
scripts/pytorch_install.ps1
opacus/layers/dp_rnn.py
opacus/grad_sample/grad_sample_module.py
conftest.py
opacus/scripts/compute_dp_sgd_privacy.py
tutorials/guide_module_validator.ipynb
examples/char-lstm-classification.py
examples/dcgan.py
opacus/tests/privacy_engine_test.py
opacus/grad_sample/dp_lstm.py
...
2.
shilov@fb.com
asablayrolles@fb.com
46 shared files
opacus/utils/tensor_utils.py
opacus/scheduler.py
opacus/tests/grad_samples/conv2d_test.py
opacus/optimizer.py
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| Contributor 1 | Contributor 2 | # shared files | |
|---|---|---|---|
| 1. | krp@fb.com | shilov@fb.com |
106 shared files
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| 2. | shilov@fb.com | asablayrolles@fb.com |
46 shared files
opacus/utils/tensor_utils.py opacus/scheduler.py opacus/tests/grad_samples/conv2d_test.py opacus/optimizer.py opacus/tests/accountants_test.py opacus/optimizers/ddp_perlayeroptimizer.py .github/ISSUE_TEMPLATE/bug-report.md CONTRIBUTING.md opacus/privacy_engine.py opacus/accountants/analysis/gdp.py opacus/tests/multigpu_gradcheck.py opacus/tests/scheduler_test.py .circleci/config.yml opacus/accountants/gdp.py opacus/tests/distributed_poisson_test.py opacus/distributed.py opacus/tests/ddp_hook_check.py docs/faq.md opacus/accountants/accountant.py opacus/accountants/analysis/rdp.py opacus/validators/__init__.py opacus/accountant.py opacus/optimizers/ddpoptimizer.py website/core/Tutorial.js opacus/utils/batch_memory_manager.py opacus/tests/dpdataloader_test.py README.md .github/workflows/test-installation.yml opacus/layers/__init__.py opacus/optimizers/perlayeroptimizer.py examples/cifar10.py examples/vision_benchmark.py opacus/grad_sample/conv.py opacus/privacy_analysis.py opacus/accountants/analysis/__init__.py .gitignore opacus/optimizers/__init__.py opacus/accountants/__init__.py opacus/accountants/rdp.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py opacus/utils/uniform_sampler.py opacus/grad_sample/grad_sample_module.py opacus/tests/privacy_engine_test.py website/siteConfig.js opacus/data_loader.py |
| 3. | krp@fb.com | asablayrolles@fb.com |
38 shared files
opacus/utils/tensor_utils.py opacus/scheduler.py opacus/tests/grad_samples/conv2d_test.py opacus/optimizer.py opacus/tests/accountants_test.py opacus/optimizers/ddp_perlayeroptimizer.py CONTRIBUTING.md opacus/privacy_engine.py opacus/accountants/analysis/gdp.py opacus/tests/multigpu_gradcheck.py opacus/tests/scheduler_test.py .circleci/config.yml opacus/accountants/gdp.py opacus/tests/distributed_poisson_test.py opacus/distributed.py opacus/tests/ddp_hook_check.py docs/faq.md opacus/accountants/accountant.py opacus/accountants/analysis/rdp.py opacus/validators/__init__.py opacus/optimizers/ddpoptimizer.py opacus/utils/batch_memory_manager.py README.md .github/workflows/test-installation.yml opacus/layers/__init__.py opacus/optimizers/perlayeroptimizer.py examples/cifar10.py examples/vision_benchmark.py opacus/grad_sample/conv.py opacus/optimizers/__init__.py opacus/accountants/__init__.py opacus/accountants/rdp.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py opacus/utils/uniform_sampler.py opacus/grad_sample/grad_sample_module.py opacus/tests/privacy_engine_test.py opacus/data_loader.py |
| 4. | krp@fb.com | romovpa@gmail.com |
15 shared files
website/sphinx/source/dp_rnn.rst opacus/grad_sample/__init__.py website/sphinx/source/per_sample_gradients.rst website/sphinx/source/layers.rst opacus/utils/packed_sequences.py opacus/layers/__init__.py opacus/tests/grad_samples/dp_rnn_test.py opacus/layers/param_rename.py opacus/tests/dp_layers/common.py opacus/layers/dp_rnn.py opacus/grad_sample/grad_sample_module.py examples/char-lstm-classification.py opacus/tests/grad_samples/common.py opacus/grad_sample/dp_rnn.py opacus/tests/dp_layers/dp_rnn_test.py |
| 5. | shilov@fb.com | romovpa@gmail.com |
15 shared files
website/sphinx/source/dp_rnn.rst opacus/grad_sample/__init__.py website/sphinx/source/per_sample_gradients.rst website/sphinx/source/layers.rst opacus/utils/packed_sequences.py opacus/layers/__init__.py opacus/tests/grad_samples/dp_rnn_test.py opacus/layers/param_rename.py opacus/tests/dp_layers/common.py opacus/layers/dp_rnn.py opacus/grad_sample/grad_sample_module.py examples/char-lstm-classification.py opacus/tests/grad_samples/common.py opacus/grad_sample/dp_rnn.py opacus/tests/dp_layers/dp_rnn_test.py |
| 6. | romovpa@fb.com | shilov@fb.com |
15 shared files
dev_requirements.txt opacus/utils/tensor_utils.py opacus/privacy_engine.py examples/mnist_lightning.py opacus/utils/stats.py .circleci/config.yml opacus/accountants/analysis/rdp.py opacus/layers/dp_multihead_attention.py opacus/grad_sample/utils.py opacus/layers/param_rename.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py conftest.py opacus/scripts/compute_dp_sgd_privacy.py opacus/validators/utils.py |
| 7. | krp@fb.com | romovpa@fb.com |
14 shared files
dev_requirements.txt opacus/utils/tensor_utils.py opacus/privacy_engine.py opacus/utils/stats.py .circleci/config.yml opacus/accountants/analysis/rdp.py opacus/layers/dp_multihead_attention.py opacus/grad_sample/utils.py opacus/layers/param_rename.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py conftest.py opacus/scripts/compute_dp_sgd_privacy.py opacus/validators/utils.py |
| 8. | shilov@fb.com | yousefpour.ashkan@gmail.com |
12 shared files
opacus/optimizers/ddp_perlayeroptimizer.py opacus/privacy_engine.py run_results_imdb_classification.pt opacus/tests/grad_samples/sequence_bias_test.py opacus/layers/dp_multihead_attention.py opacus/optimizers/ddpoptimizer.py opacus/optimizers/perlayeroptimizer.py opacus/tests/grad_samples/embedding_test.py opacus/optimizers/optimizer.py opacus/tests/grad_samples/linear_test.py opacus/tests/privacy_engine_test.py opacus/tests/grad_samples/common.py |
| 9. | shilov@fb.com | pierre@tholoniat.com |
10 shared files
opacus/utils/tensor_utils.py opacus/privacy_engine.py opacus/layers/dp_ddp.py opacus/tests/ddp_hook_check.py examples/cifar10.py opacus/per_sample_gradient_clip.py opacus/utils/uniform_sampler.py opacus/grad_sample/grad_sample_module.py opacus/tests/privacy_engine_test.py opacus/tests/docstring_examples_test.py |
| 10. | krp@fb.com | pierre@tholoniat.com |
9 shared files
opacus/utils/tensor_utils.py opacus/privacy_engine.py opacus/tests/ddp_hook_check.py examples/cifar10.py opacus/per_sample_gradient_clip.py opacus/utils/uniform_sampler.py opacus/grad_sample/grad_sample_module.py opacus/tests/privacy_engine_test.py opacus/tests/docstring_examples_test.py |
| 11. | krp@fb.com | yousefpour.ashkan@gmail.com |
9 shared files
opacus/optimizers/ddp_perlayeroptimizer.py opacus/privacy_engine.py run_results_imdb_classification.pt opacus/layers/dp_multihead_attention.py opacus/optimizers/ddpoptimizer.py opacus/optimizers/perlayeroptimizer.py opacus/optimizers/optimizer.py opacus/tests/privacy_engine_test.py opacus/tests/grad_samples/common.py |
| 12. | yousefpour@fb.com | shilov@fb.com |
9 shared files
.github/ISSUE_TEMPLATE/bug-report.md website/pages/en/index.js docs/faq.md Migration_Guide.md website/pages/tutorials/index.js website/tutorials.json README.md opacus/grad_sample/conv.py opacus/optimizers/optimizer.py |
| 13. | shilov@fb.com | oussamaberqi@fb.com |
9 shared files
CONTRIBUTING.md opacus/privacy_engine.py scripts/install_via_pip.sh .circleci/config.yml opacus/tests/ddp_hook_check.py examples/imdb.py examples/cifar10.py opacus/per_sample_gradient_clip.py examples/char-lstm-classification.py |
| 14. | krp@fb.com | oussamaberqi@fb.com |
9 shared files
CONTRIBUTING.md opacus/privacy_engine.py scripts/install_via_pip.sh .circleci/config.yml opacus/tests/ddp_hook_check.py examples/imdb.py examples/cifar10.py opacus/per_sample_gradient_clip.py examples/char-lstm-classification.py |
| 15. | asablayrolles@fb.com | pierre@tholoniat.com |
8 shared files
opacus/utils/tensor_utils.py opacus/privacy_engine.py opacus/tests/ddp_hook_check.py examples/cifar10.py opacus/per_sample_gradient_clip.py opacus/utils/uniform_sampler.py opacus/grad_sample/grad_sample_module.py opacus/tests/privacy_engine_test.py |
| 16. | krp@fb.com | yousefpour@fb.com |
7 shared files
docs/faq.md Migration_Guide.md website/pages/tutorials/index.js website/tutorials.json README.md opacus/grad_sample/conv.py opacus/optimizers/optimizer.py |
| 17. | asablayrolles@fb.com | romovpa@fb.com |
6 shared files
opacus/utils/tensor_utils.py opacus/privacy_engine.py .circleci/config.yml opacus/accountants/analysis/rdp.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py |
| 18. | yousefpour.ashkan@gmail.com | asablayrolles@fb.com |
6 shared files
opacus/optimizers/ddp_perlayeroptimizer.py opacus/privacy_engine.py opacus/optimizers/ddpoptimizer.py opacus/optimizers/perlayeroptimizer.py opacus/optimizers/optimizer.py opacus/tests/privacy_engine_test.py |
| 19. | oussamaberqi@fb.com | asablayrolles@fb.com |
6 shared files
CONTRIBUTING.md opacus/privacy_engine.py .circleci/config.yml opacus/tests/ddp_hook_check.py examples/cifar10.py opacus/per_sample_gradient_clip.py |
| 20. | yousefpour@fb.com | asablayrolles@fb.com |
5 shared files
.github/ISSUE_TEMPLATE/bug-report.md docs/faq.md README.md opacus/grad_sample/conv.py opacus/optimizers/optimizer.py |
| 21. | jessijzhao@gmail.com | shilov@fb.com |
5 shared files
opacus/privacy_engine.py tutorials/building_image_classifier.ipynb tutorials/building_text_classifier.ipynb tutorials/building_lstm_name_classifier.ipynb tutorials/intro_to_advanced_features.ipynb |
| 22. | oussamaberqi@fb.com | pierre@tholoniat.com |
4 shared files
opacus/privacy_engine.py opacus/tests/ddp_hook_check.py examples/cifar10.py opacus/per_sample_gradient_clip.py |
| 23. | romovpa@fb.com | pierre@tholoniat.com |
3 shared files
opacus/utils/tensor_utils.py opacus/privacy_engine.py opacus/per_sample_gradient_clip.py |
| 24. | jessijzhao@gmail.com | krp@fb.com |
3 shared files
opacus/privacy_engine.py tutorials/guide_to_module_validator.ipynb tutorials/guide_to_grad_sampler.ipynb |
| 25. | yousefpour.ashkan@gmail.com | romovpa@fb.com |
3 shared files
opacus/privacy_engine.py opacus/layers/dp_multihead_attention.py opacus/optimizers/optimizer.py |
| 26. | romovpa@fb.com | oussamaberqi@fb.com |
3 shared files
opacus/privacy_engine.py .circleci/config.yml opacus/per_sample_gradient_clip.py |
| 27. | shilov@fb.com | pstock@fb.com |
3 shared files
requirements.txt opacus/grad_sample/linear.py opacus/grad_sample/grad_sample_module.py |
| 28. | krp@fb.com | pstock@fb.com |
3 shared files
requirements.txt opacus/grad_sample/linear.py opacus/grad_sample/grad_sample_module.py |
| 29. | yousefpour@fb.com | theo.leffyr@gmail.com |
2 shared files
.github/ISSUE_TEMPLATE/bug-report.md Migration_Guide.md |
| 30. | theo.leffyr@gmail.com | shilov@fb.com |
2 shared files
.github/ISSUE_TEMPLATE/bug-report.md Migration_Guide.md |
| 31. | birdx0810@gmail.com | shilov@fb.com |
2 shared files
opacus/privacy_engine.py opacus/layers/dp_rnn.py |
| 32. | birdx0810@gmail.com | krp@fb.com |
2 shared files
opacus/privacy_engine.py opacus/layers/dp_rnn.py |
| 33. | yousefpour.ashkan@gmail.com | pierre@tholoniat.com |
2 shared files
opacus/privacy_engine.py opacus/tests/privacy_engine_test.py |
| 34. | sarthak.pati@pennmedicine.upenn.edu | yousefpour@fb.com |
2 shared files
website/pages/en/index.js README.md |
| 35. | sarthak.pati@pennmedicine.upenn.edu | shilov@fb.com |
2 shared files
website/pages/en/index.js README.md |
| 36. | imironov@fb.com | krp@fb.com |
2 shared files
docs/faq.md README.md |
| 37. | imironov@fb.com | shilov@fb.com |
2 shared files
docs/faq.md README.md |
| 38. | imironov@fb.com | yousefpour@fb.com |
2 shared files
docs/faq.md README.md |
| 39. | imironov@fb.com | asablayrolles@fb.com |
2 shared files
docs/faq.md README.md |
| 40. | yousefpour@fb.com | jessicazhao@fb.com |
2 shared files
Migration_Guide.md opacus/optimizers/optimizer.py |
| 41. | jessicazhao@fb.com | shilov@fb.com |
2 shared files
Migration_Guide.md opacus/optimizers/optimizer.py |
| 42. | jessicazhao@fb.com | krp@fb.com |
2 shared files
Migration_Guide.md opacus/optimizers/optimizer.py |
| 43. | asablayrolles@fb.com | romovpa@gmail.com |
2 shared files
opacus/layers/__init__.py opacus/grad_sample/grad_sample_module.py |
| 44. | krp@fb.com | ezyang@fb.com |
2 shared files
opacus/tests/dp_layers/common.py opacus/tests/grad_samples/common.py |
| 45. | shilov@fb.com | ezyang@fb.com |
2 shared files
opacus/tests/dp_layers/common.py opacus/tests/grad_samples/common.py |
| 46. | romovpa@gmail.com | ezyang@fb.com |
2 shared files
opacus/tests/dp_layers/common.py opacus/tests/grad_samples/common.py |
| 47. | theo.leffyr@gmail.com | asablayrolles@fb.com |
1 shared file
.github/ISSUE_TEMPLATE/bug-report.md |
| 48. | birdx0810@gmail.com | jessijzhao@gmail.com |
1 shared file
opacus/privacy_engine.py |
| 49. | birdx0810@gmail.com | yousefpour.ashkan@gmail.com |
1 shared file
opacus/privacy_engine.py |
| 50. | birdx0810@gmail.com | romovpa@fb.com |
1 shared file
opacus/privacy_engine.py |
| 51. | birdx0810@gmail.com | asablayrolles@fb.com |
1 shared file
opacus/privacy_engine.py |
| 52. | birdx0810@gmail.com | oussamaberqi@fb.com |
1 shared file
opacus/privacy_engine.py |
| 53. | birdx0810@gmail.com | pierre@tholoniat.com |
1 shared file
opacus/privacy_engine.py |
| 54. | jessijzhao@gmail.com | yousefpour.ashkan@gmail.com |
1 shared file
opacus/privacy_engine.py |
| 55. | jessijzhao@gmail.com | romovpa@fb.com |
1 shared file
opacus/privacy_engine.py |
| 56. | jessijzhao@gmail.com | asablayrolles@fb.com |
1 shared file
opacus/privacy_engine.py |
| 57. | jessijzhao@gmail.com | oussamaberqi@fb.com |
1 shared file
opacus/privacy_engine.py |
| 58. | jessijzhao@gmail.com | pierre@tholoniat.com |
1 shared file
opacus/privacy_engine.py |
| 59. | yousefpour.ashkan@gmail.com | oussamaberqi@fb.com |
1 shared file
opacus/privacy_engine.py |
| 60. | jessijzhao@gmail.com | royrinberg@gmail.com |
1 shared file
tutorials/building_image_classifier.ipynb |
| 61. | royrinberg@gmail.com | shilov@fb.com |
1 shared file
tutorials/building_image_classifier.ipynb |
| 62. | shilov@fb.com | pierrestock@users.noreply.github.com |
1 shared file
requirements.txt |
| 63. | krp@fb.com | pierrestock@users.noreply.github.com |
1 shared file
requirements.txt |
| 64. | pierrestock@users.noreply.github.com | pstock@fb.com |
1 shared file
requirements.txt |
| 65. | jessicazhao@fb.com | theo.leffyr@gmail.com |
1 shared file
Migration_Guide.md |
| 66. | theo.leffyr@gmail.com | krp@fb.com |
1 shared file
Migration_Guide.md |
| 67. | sarthak.pati@pennmedicine.upenn.edu | imironov@fb.com |
1 shared file
README.md |
| 68. | sarthak.pati@pennmedicine.upenn.edu | krp@fb.com |
1 shared file
README.md |
| 69. | sarthak.pati@pennmedicine.upenn.edu | asablayrolles@fb.com |
1 shared file
README.md |
| 70. | romovpa@fb.com | romovpa@gmail.com |
1 shared file
opacus/layers/param_rename.py |
| 71. | asablayrolles@fb.com | jessicazhao@fb.com |
1 shared file
opacus/optimizers/optimizer.py |
| 72. | jessicazhao@fb.com | romovpa@fb.com |
1 shared file
opacus/optimizers/optimizer.py |
| 73. | jessicazhao@fb.com | yousefpour.ashkan@gmail.com |
1 shared file
opacus/optimizers/optimizer.py |
| 74. | yousefpour@fb.com | romovpa@fb.com |
1 shared file
opacus/optimizers/optimizer.py |
| 75. | yousefpour@fb.com | yousefpour.ashkan@gmail.com |
1 shared file
opacus/optimizers/optimizer.py |
| 76. | birdx0810@gmail.com | romovpa@gmail.com |
1 shared file
opacus/layers/dp_rnn.py |
| 77. | pstock@fb.com | romovpa@gmail.com |
1 shared file
opacus/grad_sample/grad_sample_module.py |
| 78. | pstock@fb.com | asablayrolles@fb.com |
1 shared file
opacus/grad_sample/grad_sample_module.py |
| 79. | pstock@fb.com | pierre@tholoniat.com |
1 shared file
opacus/grad_sample/grad_sample_module.py |
| 80. | romovpa@gmail.com | pierre@tholoniat.com |
1 shared file
opacus/grad_sample/grad_sample_module.py |
| 81. | romovpa@gmail.com | oussamaberqi@fb.com |
1 shared file
examples/char-lstm-classification.py |
| 82. | yousefpour.ashkan@gmail.com | romovpa@gmail.com |
1 shared file
opacus/tests/grad_samples/common.py |
| 83. | yousefpour.ashkan@gmail.com | ezyang@fb.com |
1 shared file
opacus/tests/grad_samples/common.py |
29 contributors (362 commits):
| # | Contributor |
First Commit |
Latest Commit |
Commits Count |
|---|---|---|---|---|
| 1. | shilov@fb.com | 2020-04-17 | 2021-12-10 | 158 (43%) |
| 2. | asablayrolles@fb.com | 2020-11-02 | 2022-01-21 | 65 (17%) |
| 3. | krp@fb.com | 2020-02-08 | 2022-01-04 | 58 (16%) |
| 4. | romovpa@fb.com | 2021-11-09 | 2021-12-01 | 14 (3%) |
| 5. | yousefpour@fb.com | 2020-02-15 | 2021-12-16 | 11 (3%) |
| 6. | davidet@fb.com | 2020-08-12 | 2021-04-02 | 8 (2%) |
| 7. | pstock@fb.com | 2021-11-03 | 2021-11-09 | 7 (1%) |
| 8. | 49699333+dependabot[bot]@users.noreply.github.com | 2020-11-26 | 2021-06-23 | 6 (1%) |
| 9. | yousefpour.ashkan@gmail.com | 2021-11-18 | 2021-11-24 | 3 (<1%) |
| 10. | gcormode@fb.com | 2021-04-26 | 2021-04-26 | 3 (<1%) |
| 11. | touqir@ualberta.ca | 2021-02-25 | 2021-03-09 | 3 (<1%) |
| 12. | ngjhn@fb.com | 2020-04-07 | 2021-04-19 | 2 (<1%) |
| 13. | imironov@fb.com | 2020-04-20 | 2021-12-22 | 2 (<1%) |
| 14. | jessicazhao@fb.com | 2021-12-10 | 2021-12-21 | 2 (<1%) |
| 15. | birdx0810@gmail.com | 2021-12-10 | 2021-12-21 | 2 (<1%) |
| 16. | theo.leffyr@gmail.com | 2021-12-03 | 2021-12-08 | 2 (<1%) |
| 17. | jessijzhao@gmail.com | 2021-12-02 | 2021-12-03 | 2 (<1%) |
| 18. | oussamaberqi@fb.com | 2021-09-29 | 2021-10-22 | 2 (<1%) |
| 19. | facebook-github-bot@users.noreply.github.com | 2021-05-26 | 2021-06-16 | 2 (<1%) |
| 20. | sayanghosh@fb.com | 2020-08-21 | 2021-03-10 | 1 (<1%) |
| 21. | sarthak.pati@pennmedicine.upenn.edu | 2022-01-20 | 2022-01-20 | 1 (<1%) |
| 22. | royrinberg@gmail.com | 2021-12-02 | 2021-12-02 | 1 (<1%) |
| 23. | pierrestock@users.noreply.github.com | 2021-11-10 | 2021-11-10 | 1 (<1%) |
| 24. | romovpa@gmail.com | 2021-10-15 | 2021-10-15 | 1 (<1%) |
| 25. | pierre@tholoniat.com | 2021-09-01 | 2021-09-01 | 1 (<1%) |
| 26. | ezyang@fb.com | 2021-07-30 | 2021-07-30 | 1 (<1%) |
| 27. | moh.malekzadeh@gmail.com | 2021-04-14 | 2021-04-14 | 1 (<1%) |
| 28. | elrohir@163.com | 2021-03-04 | 2021-03-04 | 1 (<1%) |
| 29. | constance.beguier@owkin.com | 2021-02-25 | 2021-02-25 | 1 (<1%) |
Contributor Dependencies
A contributor dependency is detected if two contributors have changed the same files in the past 365 days.
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: 10.6
An average number of connections a contributor has with other contributors.
C-index: 11.0
There are 11.0 contributors with 11.0 or more connections.
Most Connected Contributors
| Contributor | # connections | # commits | |
|---|---|---|---|
| 1. | shilov@fb.com | 26 | 158 |
| 2. | asablayrolles@fb.com | 22 | 65 |
| 3. | krp@fb.com | 22 | 58 |
| 4. | yousefpour@fb.com | 18 | 11 |
| 5. | davidet@fb.com | 18 | 8 |
| 6. | constance.beguier@owkin.com | 18 | 1 |
| 7. | yousefpour.ashkan@gmail.com | 15 | 3 |
| 8. | romovpa@fb.com | 14 | 14 |
| 9. | jessijzhao@gmail.com | 14 | 2 |
| 10. | romovpa@gmail.com | 14 | 1 |
| 11. | pierre@tholoniat.com | 14 | 1 |
| 12. | birdx0810@gmail.com | 11 | 2 |
| 13. | oussamaberqi@fb.com | 11 | 2 |
| 14. | touqir@ualberta.ca | 9 | 3 |
| 15. | pstock@fb.com | 8 | 7 |
| 16. | ngjhn@fb.com | 7 | 2 |
| 17. | jessicazhao@fb.com | 7 | 2 |
| 18. | ezyang@fb.com | 7 | 1 |
| 19. | moh.malekzadeh@gmail.com | 7 | 1 |
| 20. | elrohir@163.com | 7 | 1 |
| 21. | gcormode@fb.com | 6 | 3 |
| 22. | imironov@fb.com | 6 | 2 |
| 23. | sarthak.pati@pennmedicine.upenn.edu | 6 | 1 |
| 24. | royrinberg@gmail.com | 6 | 1 |
| 25. | theo.leffyr@gmail.com | 5 | 2 |
| 26. | sayanghosh@fb.com | 4 | 1 |
| 27. | pierrestock@users.noreply.github.com | 4 | 1 |
| 28. | 49699333+dependabot[bot]@users.noreply.github.com | 2 | 6 |
| 29. | facebook-github-bot@users.noreply.github.com | 2 | 2 |
Contributor Dependencies via Shared Files
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# shared files
1.
krp@fb.com
shilov@fb.com
106 shared files
website/sphinx/source/dp_rnn.rst
opacus/optimizers/utils.py
opacus/scheduler.py
opacus/optimizer.py
opacus/tests/randomness_test.py
opacus/optimizers/ddp_perlayeroptimizer.py
CONTRIBUTING.md
opacus/privacy_engine.py
opacus/validators/errors.py
opacus/validators/multihead_attention.py
opacus/README.md
opacus/tests/grad_sample_module_test.py
opacus/grad_sample/group_norm.py
website/sphinx/source/per_sample_gradients.rst
requirements.txt
opacus/tests/distributed_poisson_test.py
opacus/distributed.py
website/sphinx/source/layers.rst
docs/faq.md
opacus/accountants/accountant.py
opacus/validators/__init__.py
scripts/pytorch_install.sh
website/pages/tutorials/index.js
setup.py
opacus/layers/dp_multihead_attention.py
opacus/validators/ddp.py
opacus/utils/packed_sequences.py
opacus/tests/validators/lstm_test.py
CHANGELOG.md
opacus/tests/validators/__init__.py
opacus/grad_sample/dp_multihead_attention.py
.github/workflows/test-installation.yml
opacus/layers/__init__.py
opacus/optimizers/perlayeroptimizer.py
opacus/tests/validators/multihead_attention_test.py
opacus/tests/grad_samples/dp_rnn_test.py
opacus/grad_sample/conv.py
opacus/tests/module_validator_test.py
opacus/grad_sample/embedding.py
opacus/layers/param_rename.py
opacus/optimizers/__init__.py
opacus/accountants/__init__.py
opacus/validators/batch_norm.py
opacus/grad_sample/linear.py
opacus/tests/virtual_step_test.py
scripts/pytorch_install.ps1
opacus/scripts/compute_dp_sgd_privacy.py
tutorials/guide_module_validator.ipynb
examples/dcgan.py
opacus/tests/privacy_engine_test.py
opacus/tests/docstring_examples_test.py
opacus/grad_sample/dp_rnn.py
dev_requirements.txt
opacus/utils/tensor_utils.py
opacus/tests/grad_samples/conv2d_test.py
opacus/grad_sample/__init__.py
opacus/version.py
opacus/tests/accountants_test.py
opacus/validators/lstm.py
opacus/accountants/utils.py
opacus/accountants/analysis/gdp.py
opacus/tests/multigpu_gradcheck.py
opacus/tests/scheduler_test.py
opacus/__init__.py
scripts/install_via_pip.sh
opacus/utils/module_utils.py
opacus/tests/batch_memory_manager_test.py
opacus/utils/stats.py
.circleci/config.yml
opacus/accountants/gdp.py
run_results_imdb_classification.pt
opacus/tests/validators/batch_norm_test.py
opacus/tests/poisson_test.py
examples/mnist.py
opacus/tests/ddp_hook_check.py
opacus/accountants/analysis/rdp.py
.github/workflows/python-publish.yml
opacus/tests/validators/ddp_test.py
Migration_Guide.md
opacus/tests/validators/instance_norm_test.py
website/tutorials.json
opacus/optimizers/ddpoptimizer.py
opacus/validators/module_validator.py
opacus/grad_sample/instance_norm.py
opacus/grad_sample/utils.py
opacus/grad_sample/layer_norm.py
examples/imdb.py
opacus/validators/instance_norm.py
opacus/utils/batch_memory_manager.py
README.md
examples/cifar10.py
examples/vision_benchmark.py
opacus/tests/dp_layers/common.py
opacus/accountants/rdp.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
opacus/utils/uniform_sampler.py
opacus/layers/dp_rnn.py
opacus/grad_sample/grad_sample_module.py
conftest.py
...
2.
shilov@fb.com
asablayrolles@fb.com
61 shared files
opacus/scheduler.py
opacus/optimizer.py
opacus/optimizers/ddp_perlayeroptimizer.py
.github/ISSUE_TEMPLATE/bug-report.md
CONTRIBUTING.md
opacus/privacy_engine.py
opacus/README.md
opacus/tests/grad_sample_module_test.py
opacus/grad_sample/group_norm.py
opacus/tests/distributed_poisson_test.py
opacus/distributed.py
docs/faq.md
opacus/accountants/accountant.py
opacus/validators/__init__.py
opacus/accountant.py
website/core/Tutorial.js
opacus/grad_sample/dp_multihead_attention.py
.github/workflows/test-installation.yml
opacus/layers/__init__.py
opacus/optimizers/perlayeroptimizer.py
opacus/grad_sample/conv.py
opacus/accountants/analysis/__init__.py
.gitignore
opacus/grad_sample/embedding.py
opacus/optimizers/__init__.py
opacus/accountants/__init__.py
opacus/grad_sample/linear.py
opacus/tests/privacy_engine_test.py
opacus/utils/tensor_utils.py
opacus/tests/grad_samples/conv2d_test.py
opacus/grad_sample/__init__.py
opacus/tests/accountants_test.py
opacus/accountants/analysis/gdp.py
opacus/tests/multigpu_gradcheck.py
opacus/tests/scheduler_test.py
.circleci/config.yml
opacus/accountants/gdp.py
opacus/layers/dp_ddp.py
opacus/tests/poisson_test.py
opacus/tests/ddp_hook_check.py
opacus/accountants/analysis/rdp.py
opacus/dp_model_inspector.py
opacus/optimizers/ddpoptimizer.py
opacus/grad_sample/instance_norm.py
opacus/grad_sample/utils.py
opacus/grad_sample/layer_norm.py
opacus/utils/batch_memory_manager.py
opacus/tests/dpdataloader_test.py
README.md
examples/cifar10.py
examples/vision_benchmark.py
opacus/privacy_analysis.py
opacus/accountants/rdp.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
opacus/utils/uniform_sampler.py
opacus/grad_sample/grad_sample_module.py
opacus/grad_sample/dp_lstm.py
website/siteConfig.js
opacus/tests/grad_samples/common.py
opacus/data_loader.py
3.
krp@fb.com
asablayrolles@fb.com
51 shared files
opacus/scheduler.py
opacus/optimizer.py
opacus/optimizers/ddp_perlayeroptimizer.py
CONTRIBUTING.md
opacus/privacy_engine.py
opacus/README.md
opacus/tests/grad_sample_module_test.py
opacus/grad_sample/group_norm.py
opacus/tests/distributed_poisson_test.py
opacus/distributed.py
docs/faq.md
opacus/accountants/accountant.py
opacus/validators/__init__.py
opacus/grad_sample/dp_multihead_attention.py
.github/workflows/test-installation.yml
opacus/layers/__init__.py
opacus/optimizers/perlayeroptimizer.py
opacus/grad_sample/conv.py
opacus/grad_sample/embedding.py
opacus/optimizers/__init__.py
opacus/accountants/__init__.py
opacus/grad_sample/linear.py
opacus/tests/privacy_engine_test.py
opacus/utils/tensor_utils.py
opacus/tests/grad_samples/conv2d_test.py
opacus/grad_sample/__init__.py
opacus/tests/accountants_test.py
opacus/accountants/analysis/gdp.py
opacus/tests/multigpu_gradcheck.py
opacus/tests/scheduler_test.py
.circleci/config.yml
opacus/accountants/gdp.py
opacus/tests/poisson_test.py
opacus/tests/ddp_hook_check.py
opacus/accountants/analysis/rdp.py
opacus/optimizers/ddpoptimizer.py
opacus/grad_sample/instance_norm.py
opacus/grad_sample/utils.py
opacus/grad_sample/layer_norm.py
opacus/utils/batch_memory_manager.py
README.md
examples/cifar10.py
examples/vision_benchmark.py
opacus/accountants/rdp.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
opacus/utils/uniform_sampler.py
opacus/grad_sample/grad_sample_module.py
opacus/grad_sample/dp_lstm.py
opacus/tests/grad_samples/common.py
opacus/data_loader.py
4.
yousefpour@fb.com
shilov@fb.com
18 shared files
.github/ISSUE_TEMPLATE/bug-report.md
opacus/README.md
website/sphinx/source/per_sample_gradients.rst
docs/faq.md
scripts/pytorch_install.sh
website/pages/tutorials/index.js
opacus/utils/packed_sequences.py
opacus/grad_sample/conv.py
opacus/grad_sample/linear.py
scripts/pytorch_install.ps1
opacus/version.py
website/pages/en/index.js
Migration_Guide.md
website/tutorials.json
opacus/grad_sample/utils.py
README.md
opacus/optimizers/optimizer.py
opacus/grad_sample/grad_sample_module.py
5.
shilov@fb.com
constance.beguier@owkin.com
16 shared files
opacus/privacy_engine.py
tutorials/building_image_classifier.ipynb
docs/faq.md
tutorials/building_lstm_name_classifier.ipynb
opacus/tests/virtual_step_test.py
examples/dcgan.py
opacus/tests/privacy_engine_test.py
opacus/tests/docstring_examples_test.py
.circleci/config.yml
tutorials/building_text_classifier.ipynb
examples/mnist.py
examples/imdb.py
README.md
examples/cifar10.py
opacus/utils/uniform_sampler.py
examples/char-lstm-classification.py
6.
krp@fb.com
yousefpour@fb.com
16 shared files
opacus/README.md
website/sphinx/source/per_sample_gradients.rst
docs/faq.md
scripts/pytorch_install.sh
website/pages/tutorials/index.js
opacus/utils/packed_sequences.py
opacus/grad_sample/conv.py
opacus/grad_sample/linear.py
scripts/pytorch_install.ps1
opacus/version.py
Migration_Guide.md
website/tutorials.json
opacus/grad_sample/utils.py
README.md
opacus/optimizers/optimizer.py
opacus/grad_sample/grad_sample_module.py
7.
krp@fb.com
romovpa@gmail.com
15 shared files
website/sphinx/source/dp_rnn.rst
website/sphinx/source/per_sample_gradients.rst
website/sphinx/source/layers.rst
opacus/utils/packed_sequences.py
opacus/layers/__init__.py
opacus/tests/grad_samples/dp_rnn_test.py
opacus/layers/param_rename.py
opacus/grad_sample/dp_rnn.py
opacus/grad_sample/__init__.py
opacus/tests/dp_layers/common.py
opacus/layers/dp_rnn.py
opacus/grad_sample/grad_sample_module.py
examples/char-lstm-classification.py
opacus/tests/grad_samples/common.py
opacus/tests/dp_layers/dp_rnn_test.py
8.
shilov@fb.com
romovpa@gmail.com
15 shared files
website/sphinx/source/dp_rnn.rst
website/sphinx/source/per_sample_gradients.rst
website/sphinx/source/layers.rst
opacus/utils/packed_sequences.py
opacus/layers/__init__.py
opacus/tests/grad_samples/dp_rnn_test.py
opacus/layers/param_rename.py
opacus/grad_sample/dp_rnn.py
opacus/grad_sample/__init__.py
opacus/tests/dp_layers/common.py
opacus/layers/dp_rnn.py
opacus/grad_sample/grad_sample_module.py
examples/char-lstm-classification.py
opacus/tests/grad_samples/common.py
opacus/tests/dp_layers/dp_rnn_test.py
9.
shilov@fb.com
romovpa@fb.com
15 shared files
opacus/privacy_engine.py
opacus/layers/dp_multihead_attention.py
opacus/layers/param_rename.py
opacus/scripts/compute_dp_sgd_privacy.py
dev_requirements.txt
opacus/utils/tensor_utils.py
examples/mnist_lightning.py
opacus/utils/stats.py
.circleci/config.yml
opacus/accountants/analysis/rdp.py
opacus/grad_sample/utils.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
conftest.py
opacus/validators/utils.py
10.
shilov@fb.com
davidet@fb.com
14 shared files
opacus/tests/dp_layers/dp_lstm_test.py
opacus/privacy_engine.py
opacus/README.md
requirements.txt
setup.py
opacus/layers/dp_multihead_attention.py
CHANGELOG.md
opacus/tests/dp_layers/dp_multihead_attention_test.py
opacus/tests/docstring_examples_test.py
dev_requirements.txt
opacus/version.py
.circleci/config.yml
opacus/tests/dp_layers/common.py
opacus/tests/grad_samples/common.py
11.
krp@fb.com
romovpa@fb.com
14 shared files
opacus/privacy_engine.py
opacus/layers/dp_multihead_attention.py
opacus/layers/param_rename.py
opacus/scripts/compute_dp_sgd_privacy.py
dev_requirements.txt
opacus/utils/tensor_utils.py
opacus/utils/stats.py
.circleci/config.yml
opacus/accountants/analysis/rdp.py
opacus/grad_sample/utils.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
conftest.py
opacus/validators/utils.py
12.
krp@fb.com
constance.beguier@owkin.com
13 shared files
opacus/privacy_engine.py
docs/faq.md
opacus/tests/virtual_step_test.py
examples/dcgan.py
opacus/tests/privacy_engine_test.py
opacus/tests/docstring_examples_test.py
.circleci/config.yml
examples/mnist.py
examples/imdb.py
README.md
examples/cifar10.py
opacus/utils/uniform_sampler.py
examples/char-lstm-classification.py
13.
shilov@fb.com
yousefpour.ashkan@gmail.com
12 shared files
opacus/optimizers/ddp_perlayeroptimizer.py
opacus/privacy_engine.py
opacus/layers/dp_multihead_attention.py
opacus/optimizers/perlayeroptimizer.py
opacus/tests/grad_samples/embedding_test.py
opacus/tests/grad_samples/linear_test.py
opacus/tests/privacy_engine_test.py
run_results_imdb_classification.pt
opacus/tests/grad_samples/sequence_bias_test.py
opacus/optimizers/ddpoptimizer.py
opacus/optimizers/optimizer.py
opacus/tests/grad_samples/common.py
14.
krp@fb.com
davidet@fb.com
12 shared files
opacus/privacy_engine.py
opacus/README.md
requirements.txt
setup.py
opacus/layers/dp_multihead_attention.py
CHANGELOG.md
opacus/tests/docstring_examples_test.py
dev_requirements.txt
opacus/version.py
.circleci/config.yml
opacus/tests/dp_layers/common.py
opacus/tests/grad_samples/common.py
15.
yousefpour@fb.com
asablayrolles@fb.com
10 shared files
.github/ISSUE_TEMPLATE/bug-report.md
opacus/README.md
docs/faq.md
opacus/grad_sample/conv.py
opacus/grad_sample/linear.py
opacus/layers/dp_lstm.py
opacus/grad_sample/utils.py
README.md
opacus/optimizers/optimizer.py
opacus/grad_sample/grad_sample_module.py
16.
shilov@fb.com
pierre@tholoniat.com
10 shared files
opacus/privacy_engine.py
opacus/tests/privacy_engine_test.py
opacus/tests/docstring_examples_test.py
opacus/utils/tensor_utils.py
opacus/layers/dp_ddp.py
opacus/tests/ddp_hook_check.py
examples/cifar10.py
opacus/per_sample_gradient_clip.py
opacus/utils/uniform_sampler.py
opacus/grad_sample/grad_sample_module.py
17.
krp@fb.com
yousefpour.ashkan@gmail.com
9 shared files
opacus/optimizers/ddp_perlayeroptimizer.py
opacus/privacy_engine.py
opacus/layers/dp_multihead_attention.py
opacus/optimizers/perlayeroptimizer.py
opacus/tests/privacy_engine_test.py
run_results_imdb_classification.pt
opacus/optimizers/ddpoptimizer.py
opacus/optimizers/optimizer.py
opacus/tests/grad_samples/common.py
18.
shilov@fb.com
oussamaberqi@fb.com
9 shared files
CONTRIBUTING.md
opacus/privacy_engine.py
scripts/install_via_pip.sh
.circleci/config.yml
opacus/tests/ddp_hook_check.py
examples/imdb.py
examples/cifar10.py
opacus/per_sample_gradient_clip.py
examples/char-lstm-classification.py
19.
krp@fb.com
oussamaberqi@fb.com
9 shared files
CONTRIBUTING.md
opacus/privacy_engine.py
scripts/install_via_pip.sh
.circleci/config.yml
opacus/tests/ddp_hook_check.py
examples/imdb.py
examples/cifar10.py
opacus/per_sample_gradient_clip.py
examples/char-lstm-classification.py
20.
krp@fb.com
pierre@tholoniat.com
9 shared files
opacus/privacy_engine.py
opacus/tests/privacy_engine_test.py
opacus/tests/docstring_examples_test.py
opacus/utils/tensor_utils.py
opacus/tests/ddp_hook_check.py
examples/cifar10.py
opacus/per_sample_gradient_clip.py
opacus/utils/uniform_sampler.py
opacus/grad_sample/grad_sample_module.py
21.
asablayrolles@fb.com
pierre@tholoniat.com
9 shared files
opacus/privacy_engine.py
opacus/tests/privacy_engine_test.py
opacus/utils/tensor_utils.py
opacus/layers/dp_ddp.py
opacus/tests/ddp_hook_check.py
examples/cifar10.py
opacus/per_sample_gradient_clip.py
opacus/utils/uniform_sampler.py
opacus/grad_sample/grad_sample_module.py
22.
shilov@fb.com
touqir@ualberta.ca
8 shared files
opacus/tests/dp_layers/dp_lstm_test.py
opacus/utils/packed_sequences.py
opacus/tests/grad_samples/embedding_test.py
opacus/tests/grad_samples/linear_test.py
opacus/tests/grad_samples/conv2d_test.py
opacus/tests/grad_samples/sequence_bias_test.py
opacus/tests/dp_layers/common.py
opacus/tests/grad_samples/common.py
23.
touqir@ualberta.ca
davidet@fb.com
7 shared files
opacus/tests/dp_layers/dp_lstm_test.py
opacus/supported_layers_grad_samplers.py
opacus/tests/grad_samples/dp_lstm_test.py
opacus/layers/dp_lstm.py
opacus/autograd_grad_sample.py
opacus/tests/dp_layers/common.py
opacus/tests/grad_samples/common.py
24.
yousefpour.ashkan@gmail.com
asablayrolles@fb.com
7 shared files
opacus/optimizers/ddp_perlayeroptimizer.py
opacus/privacy_engine.py
opacus/optimizers/perlayeroptimizer.py
opacus/tests/privacy_engine_test.py
opacus/optimizers/ddpoptimizer.py
opacus/optimizers/optimizer.py
opacus/tests/grad_samples/common.py
25.
romovpa@fb.com
asablayrolles@fb.com
7 shared files
opacus/privacy_engine.py
opacus/utils/tensor_utils.py
.circleci/config.yml
opacus/accountants/analysis/rdp.py
opacus/grad_sample/utils.py
opacus/optimizers/optimizer.py
opacus/per_sample_gradient_clip.py
26.
asablayrolles@fb.com
constance.beguier@owkin.com
7 shared files
opacus/privacy_engine.py
docs/faq.md
opacus/tests/privacy_engine_test.py
.circleci/config.yml
README.md
examples/cifar10.py
opacus/utils/uniform_sampler.py
27.
oussamaberqi@fb.com
asablayrolles@fb.com
6 shared files
CONTRIBUTING.md
opacus/privacy_engine.py
.circleci/config.yml
opacus/tests/ddp_hook_check.py
examples/cifar10.py
opacus/per_sample_gradient_clip.py
28.
asablayrolles@fb.com
davidet@fb.com
6 shared files
opacus/privacy_engine.py
opacus/README.md
opacus/tests/grad_samples/dp_lstm_test.py
opacus/layers/dp_lstm.py
.circleci/config.yml
opacus/tests/grad_samples/common.py
29.
jessijzhao@gmail.com
shilov@fb.com
5 shared files
opacus/privacy_engine.py
tutorials/building_image_classifier.ipynb
tutorials/building_lstm_name_classifier.ipynb
tutorials/intro_to_advanced_features.ipynb
tutorials/building_text_classifier.ipynb
30.
oussamaberqi@fb.com
constance.beguier@owkin.com
5 shared files
opacus/privacy_engine.py
.circleci/config.yml
examples/imdb.py
examples/cifar10.py
examples/char-lstm-classification.py
31.
pierre@tholoniat.com
constance.beguier@owkin.com
5 shared files
opacus/privacy_engine.py
opacus/tests/privacy_engine_test.py
opacus/tests/docstring_examples_test.py
examples/cifar10.py
opacus/utils/uniform_sampler.py
32.
jessijzhao@gmail.com
constance.beguier@owkin.com
4 shared files
opacus/privacy_engine.py
tutorials/building_image_classifier.ipynb
tutorials/building_lstm_name_classifier.ipynb
tutorials/building_text_classifier.ipynb
33.
romovpa@fb.com
davidet@fb.com
4 shared files
opacus/privacy_engine.py
opacus/layers/dp_multihead_attention.py
dev_requirements.txt
.circleci/config.yml
34.
oussamaberqi@fb.com
pierre@tholoniat.com
4 shared files
opacus/privacy_engine.py
opacus/tests/ddp_hook_check.py
examples/cifar10.py
opacus/per_sample_gradient_clip.py
35.
elrohir@163.com
touqir@ualberta.ca
4 shared files
opacus/tests/grad_samples/conv1d_test.py
opacus/supported_layers_grad_samplers.py
opacus/tests/grad_samples/conv3d_test.py
opacus/tests/grad_samples/conv2d_test.py
36.
asablayrolles@fb.com
touqir@ualberta.ca
4 shared files
opacus/tests/grad_samples/dp_lstm_test.py
opacus/tests/grad_samples/conv2d_test.py
opacus/layers/dp_lstm.py
opacus/tests/grad_samples/common.py
37.
krp@fb.com
touqir@ualberta.ca
4 shared files
opacus/utils/packed_sequences.py
opacus/tests/grad_samples/conv2d_test.py
opacus/tests/dp_layers/common.py
opacus/tests/grad_samples/common.py
38.
asablayrolles@fb.com
romovpa@gmail.com
4 shared files
opacus/layers/__init__.py
opacus/grad_sample/__init__.py
opacus/grad_sample/grad_sample_module.py
opacus/tests/grad_samples/common.py
39.
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47.
romovpa@gmail.com
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3 shared files
website/sphinx/source/per_sample_gradients.rst
opacus/utils/packed_sequences.py
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50.
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3 shared files
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3 shared files
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55.
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56.
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birdx0810@gmail.com
krp@fb.com
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yousefpour.ashkan@gmail.com
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2 shared files
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63.
pierre@tholoniat.com
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2 shared files
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64.
shilov@fb.com
ngjhn@fb.com
2 shared files
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65.
shilov@fb.com
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2 shared files
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66.
ngjhn@fb.com
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2 shared files
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67.
yousefpour@fb.com
49699333+dependabot[bot]@users.noreply.github.com
2 shared files
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imironov@fb.com
krp@fb.com
2 shared files
docs/faq.md
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69.
imironov@fb.com
shilov@fb.com
2 shared files
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imironov@fb.com
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2 shared files
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71.
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2 shared files
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| Contributor 1 | Contributor 2 | # shared files | |
|---|---|---|---|
| 1. | krp@fb.com | shilov@fb.com |
106 shared files
website/sphinx/source/dp_rnn.rst opacus/optimizers/utils.py opacus/scheduler.py opacus/optimizer.py opacus/tests/randomness_test.py opacus/optimizers/ddp_perlayeroptimizer.py CONTRIBUTING.md opacus/privacy_engine.py opacus/validators/errors.py opacus/validators/multihead_attention.py opacus/README.md opacus/tests/grad_sample_module_test.py opacus/grad_sample/group_norm.py website/sphinx/source/per_sample_gradients.rst requirements.txt opacus/tests/distributed_poisson_test.py opacus/distributed.py website/sphinx/source/layers.rst docs/faq.md opacus/accountants/accountant.py opacus/validators/__init__.py scripts/pytorch_install.sh website/pages/tutorials/index.js setup.py opacus/layers/dp_multihead_attention.py opacus/validators/ddp.py opacus/utils/packed_sequences.py opacus/tests/validators/lstm_test.py CHANGELOG.md opacus/tests/validators/__init__.py opacus/grad_sample/dp_multihead_attention.py .github/workflows/test-installation.yml opacus/layers/__init__.py opacus/optimizers/perlayeroptimizer.py opacus/tests/validators/multihead_attention_test.py opacus/tests/grad_samples/dp_rnn_test.py opacus/grad_sample/conv.py opacus/tests/module_validator_test.py opacus/grad_sample/embedding.py opacus/layers/param_rename.py opacus/optimizers/__init__.py opacus/accountants/__init__.py opacus/validators/batch_norm.py opacus/grad_sample/linear.py opacus/tests/virtual_step_test.py scripts/pytorch_install.ps1 opacus/scripts/compute_dp_sgd_privacy.py tutorials/guide_module_validator.ipynb examples/dcgan.py opacus/tests/privacy_engine_test.py opacus/tests/docstring_examples_test.py opacus/grad_sample/dp_rnn.py dev_requirements.txt opacus/utils/tensor_utils.py opacus/tests/grad_samples/conv2d_test.py opacus/grad_sample/__init__.py opacus/version.py opacus/tests/accountants_test.py opacus/validators/lstm.py opacus/accountants/utils.py opacus/accountants/analysis/gdp.py opacus/tests/multigpu_gradcheck.py opacus/tests/scheduler_test.py opacus/__init__.py scripts/install_via_pip.sh opacus/utils/module_utils.py opacus/tests/batch_memory_manager_test.py opacus/utils/stats.py .circleci/config.yml opacus/accountants/gdp.py run_results_imdb_classification.pt opacus/tests/validators/batch_norm_test.py opacus/tests/poisson_test.py examples/mnist.py opacus/tests/ddp_hook_check.py opacus/accountants/analysis/rdp.py .github/workflows/python-publish.yml opacus/tests/validators/ddp_test.py Migration_Guide.md opacus/tests/validators/instance_norm_test.py website/tutorials.json opacus/optimizers/ddpoptimizer.py opacus/validators/module_validator.py opacus/grad_sample/instance_norm.py opacus/grad_sample/utils.py opacus/grad_sample/layer_norm.py examples/imdb.py opacus/validators/instance_norm.py opacus/utils/batch_memory_manager.py README.md examples/cifar10.py examples/vision_benchmark.py opacus/tests/dp_layers/common.py opacus/accountants/rdp.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py opacus/utils/uniform_sampler.py opacus/layers/dp_rnn.py opacus/grad_sample/grad_sample_module.py conftest.py ... |
| 2. | shilov@fb.com | asablayrolles@fb.com |
61 shared files
opacus/scheduler.py opacus/optimizer.py opacus/optimizers/ddp_perlayeroptimizer.py .github/ISSUE_TEMPLATE/bug-report.md CONTRIBUTING.md opacus/privacy_engine.py opacus/README.md opacus/tests/grad_sample_module_test.py opacus/grad_sample/group_norm.py opacus/tests/distributed_poisson_test.py opacus/distributed.py docs/faq.md opacus/accountants/accountant.py opacus/validators/__init__.py opacus/accountant.py website/core/Tutorial.js opacus/grad_sample/dp_multihead_attention.py .github/workflows/test-installation.yml opacus/layers/__init__.py opacus/optimizers/perlayeroptimizer.py opacus/grad_sample/conv.py opacus/accountants/analysis/__init__.py .gitignore opacus/grad_sample/embedding.py opacus/optimizers/__init__.py opacus/accountants/__init__.py opacus/grad_sample/linear.py opacus/tests/privacy_engine_test.py opacus/utils/tensor_utils.py opacus/tests/grad_samples/conv2d_test.py opacus/grad_sample/__init__.py opacus/tests/accountants_test.py opacus/accountants/analysis/gdp.py opacus/tests/multigpu_gradcheck.py opacus/tests/scheduler_test.py .circleci/config.yml opacus/accountants/gdp.py opacus/layers/dp_ddp.py opacus/tests/poisson_test.py opacus/tests/ddp_hook_check.py opacus/accountants/analysis/rdp.py opacus/dp_model_inspector.py opacus/optimizers/ddpoptimizer.py opacus/grad_sample/instance_norm.py opacus/grad_sample/utils.py opacus/grad_sample/layer_norm.py opacus/utils/batch_memory_manager.py opacus/tests/dpdataloader_test.py README.md examples/cifar10.py examples/vision_benchmark.py opacus/privacy_analysis.py opacus/accountants/rdp.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py opacus/utils/uniform_sampler.py opacus/grad_sample/grad_sample_module.py opacus/grad_sample/dp_lstm.py website/siteConfig.js opacus/tests/grad_samples/common.py opacus/data_loader.py |
| 3. | krp@fb.com | asablayrolles@fb.com |
51 shared files
opacus/scheduler.py opacus/optimizer.py opacus/optimizers/ddp_perlayeroptimizer.py CONTRIBUTING.md opacus/privacy_engine.py opacus/README.md opacus/tests/grad_sample_module_test.py opacus/grad_sample/group_norm.py opacus/tests/distributed_poisson_test.py opacus/distributed.py docs/faq.md opacus/accountants/accountant.py opacus/validators/__init__.py opacus/grad_sample/dp_multihead_attention.py .github/workflows/test-installation.yml opacus/layers/__init__.py opacus/optimizers/perlayeroptimizer.py opacus/grad_sample/conv.py opacus/grad_sample/embedding.py opacus/optimizers/__init__.py opacus/accountants/__init__.py opacus/grad_sample/linear.py opacus/tests/privacy_engine_test.py opacus/utils/tensor_utils.py opacus/tests/grad_samples/conv2d_test.py opacus/grad_sample/__init__.py opacus/tests/accountants_test.py opacus/accountants/analysis/gdp.py opacus/tests/multigpu_gradcheck.py opacus/tests/scheduler_test.py .circleci/config.yml opacus/accountants/gdp.py opacus/tests/poisson_test.py opacus/tests/ddp_hook_check.py opacus/accountants/analysis/rdp.py opacus/optimizers/ddpoptimizer.py opacus/grad_sample/instance_norm.py opacus/grad_sample/utils.py opacus/grad_sample/layer_norm.py opacus/utils/batch_memory_manager.py README.md examples/cifar10.py examples/vision_benchmark.py opacus/accountants/rdp.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py opacus/utils/uniform_sampler.py opacus/grad_sample/grad_sample_module.py opacus/grad_sample/dp_lstm.py opacus/tests/grad_samples/common.py opacus/data_loader.py |
| 4. | yousefpour@fb.com | shilov@fb.com |
18 shared files
.github/ISSUE_TEMPLATE/bug-report.md opacus/README.md website/sphinx/source/per_sample_gradients.rst docs/faq.md scripts/pytorch_install.sh website/pages/tutorials/index.js opacus/utils/packed_sequences.py opacus/grad_sample/conv.py opacus/grad_sample/linear.py scripts/pytorch_install.ps1 opacus/version.py website/pages/en/index.js Migration_Guide.md website/tutorials.json opacus/grad_sample/utils.py README.md opacus/optimizers/optimizer.py opacus/grad_sample/grad_sample_module.py |
| 5. | shilov@fb.com | constance.beguier@owkin.com |
16 shared files
opacus/privacy_engine.py tutorials/building_image_classifier.ipynb docs/faq.md tutorials/building_lstm_name_classifier.ipynb opacus/tests/virtual_step_test.py examples/dcgan.py opacus/tests/privacy_engine_test.py opacus/tests/docstring_examples_test.py .circleci/config.yml tutorials/building_text_classifier.ipynb examples/mnist.py examples/imdb.py README.md examples/cifar10.py opacus/utils/uniform_sampler.py examples/char-lstm-classification.py |
| 6. | krp@fb.com | yousefpour@fb.com |
16 shared files
opacus/README.md website/sphinx/source/per_sample_gradients.rst docs/faq.md scripts/pytorch_install.sh website/pages/tutorials/index.js opacus/utils/packed_sequences.py opacus/grad_sample/conv.py opacus/grad_sample/linear.py scripts/pytorch_install.ps1 opacus/version.py Migration_Guide.md website/tutorials.json opacus/grad_sample/utils.py README.md opacus/optimizers/optimizer.py opacus/grad_sample/grad_sample_module.py |
| 7. | krp@fb.com | romovpa@gmail.com |
15 shared files
website/sphinx/source/dp_rnn.rst website/sphinx/source/per_sample_gradients.rst website/sphinx/source/layers.rst opacus/utils/packed_sequences.py opacus/layers/__init__.py opacus/tests/grad_samples/dp_rnn_test.py opacus/layers/param_rename.py opacus/grad_sample/dp_rnn.py opacus/grad_sample/__init__.py opacus/tests/dp_layers/common.py opacus/layers/dp_rnn.py opacus/grad_sample/grad_sample_module.py examples/char-lstm-classification.py opacus/tests/grad_samples/common.py opacus/tests/dp_layers/dp_rnn_test.py |
| 8. | shilov@fb.com | romovpa@gmail.com |
15 shared files
website/sphinx/source/dp_rnn.rst website/sphinx/source/per_sample_gradients.rst website/sphinx/source/layers.rst opacus/utils/packed_sequences.py opacus/layers/__init__.py opacus/tests/grad_samples/dp_rnn_test.py opacus/layers/param_rename.py opacus/grad_sample/dp_rnn.py opacus/grad_sample/__init__.py opacus/tests/dp_layers/common.py opacus/layers/dp_rnn.py opacus/grad_sample/grad_sample_module.py examples/char-lstm-classification.py opacus/tests/grad_samples/common.py opacus/tests/dp_layers/dp_rnn_test.py |
| 9. | shilov@fb.com | romovpa@fb.com |
15 shared files
opacus/privacy_engine.py opacus/layers/dp_multihead_attention.py opacus/layers/param_rename.py opacus/scripts/compute_dp_sgd_privacy.py dev_requirements.txt opacus/utils/tensor_utils.py examples/mnist_lightning.py opacus/utils/stats.py .circleci/config.yml opacus/accountants/analysis/rdp.py opacus/grad_sample/utils.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py conftest.py opacus/validators/utils.py |
| 10. | shilov@fb.com | davidet@fb.com |
14 shared files
opacus/tests/dp_layers/dp_lstm_test.py opacus/privacy_engine.py opacus/README.md requirements.txt setup.py opacus/layers/dp_multihead_attention.py CHANGELOG.md opacus/tests/dp_layers/dp_multihead_attention_test.py opacus/tests/docstring_examples_test.py dev_requirements.txt opacus/version.py .circleci/config.yml opacus/tests/dp_layers/common.py opacus/tests/grad_samples/common.py |
| 11. | krp@fb.com | romovpa@fb.com |
14 shared files
opacus/privacy_engine.py opacus/layers/dp_multihead_attention.py opacus/layers/param_rename.py opacus/scripts/compute_dp_sgd_privacy.py dev_requirements.txt opacus/utils/tensor_utils.py opacus/utils/stats.py .circleci/config.yml opacus/accountants/analysis/rdp.py opacus/grad_sample/utils.py opacus/optimizers/optimizer.py opacus/per_sample_gradient_clip.py conftest.py opacus/validators/utils.py |
| 12. | krp@fb.com | constance.beguier@owkin.com |
13 shared files
opacus/privacy_engine.py docs/faq.md opacus/tests/virtual_step_test.py examples/dcgan.py opacus/tests/privacy_engine_test.py opacus/tests/docstring_examples_test.py .circleci/config.yml examples/mnist.py examples/imdb.py README.md examples/cifar10.py opacus/utils/uniform_sampler.py examples/char-lstm-classification.py |
| 13. | shilov@fb.com | yousefpour.ashkan@gmail.com |
12 shared files
opacus/optimizers/ddp_perlayeroptimizer.py opacus/privacy_engine.py opacus/layers/dp_multihead_attention.py opacus/optimizers/perlayeroptimizer.py opacus/tests/grad_samples/embedding_test.py opacus/tests/grad_samples/linear_test.py opacus/tests/privacy_engine_test.py run_results_imdb_classification.pt opacus/tests/grad_samples/sequence_bias_test.py opacus/optimizers/ddpoptimizer.py opacus/optimizers/optimizer.py opacus/tests/grad_samples/common.py |
| 14. | krp@fb.com | davidet@fb.com |
12 shared files
opacus/privacy_engine.py opacus/README.md requirements.txt setup.py opacus/layers/dp_multihead_attention.py CHANGELOG.md opacus/tests/docstring_examples_test.py dev_requirements.txt opacus/version.py .circleci/config.yml opacus/tests/dp_layers/common.py opacus/tests/grad_samples/common.py |
| 15. | yousefpour@fb.com | asablayrolles@fb.com |
10 shared files
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| 16. | shilov@fb.com | pierre@tholoniat.com |
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| 17. | krp@fb.com | yousefpour.ashkan@gmail.com |
9 shared files
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| 18. | shilov@fb.com | oussamaberqi@fb.com |
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| 19. | krp@fb.com | oussamaberqi@fb.com |
9 shared files
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| 20. | krp@fb.com | pierre@tholoniat.com |
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| 21. | asablayrolles@fb.com | pierre@tholoniat.com |
9 shared files
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| 22. | shilov@fb.com | touqir@ualberta.ca |
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| 23. | touqir@ualberta.ca | davidet@fb.com |
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| 24. | yousefpour.ashkan@gmail.com | asablayrolles@fb.com |
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| 25. | romovpa@fb.com | asablayrolles@fb.com |
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| 26. | asablayrolles@fb.com | constance.beguier@owkin.com |
7 shared files
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| 27. | oussamaberqi@fb.com | asablayrolles@fb.com |
6 shared files
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| 28. | asablayrolles@fb.com | davidet@fb.com |
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| 29. | jessijzhao@gmail.com | shilov@fb.com |
5 shared files
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| 30. | oussamaberqi@fb.com | constance.beguier@owkin.com |
5 shared files
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| 31. | pierre@tholoniat.com | constance.beguier@owkin.com |
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| 32. | jessijzhao@gmail.com | constance.beguier@owkin.com |
4 shared files
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| 33. | romovpa@fb.com | davidet@fb.com |
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| 34. | oussamaberqi@fb.com | pierre@tholoniat.com |
4 shared files
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| 35. | elrohir@163.com | touqir@ualberta.ca |
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| 36. | asablayrolles@fb.com | touqir@ualberta.ca |
4 shared files
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| 37. | krp@fb.com | touqir@ualberta.ca |
4 shared files
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| 38. | asablayrolles@fb.com | romovpa@gmail.com |
4 shared files
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| 39. | yousefpour.ashkan@gmail.com | touqir@ualberta.ca |
4 shared files
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| 40. | jessijzhao@gmail.com | krp@fb.com |
3 shared files
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| 41. | yousefpour.ashkan@gmail.com | romovpa@fb.com |
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| 42. | yousefpour.ashkan@gmail.com | davidet@fb.com |
3 shared files
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| 43. | romovpa@fb.com | oussamaberqi@fb.com |
3 shared files
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| 44. | romovpa@fb.com | pierre@tholoniat.com |
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| 45. | constance.beguier@owkin.com | davidet@fb.com |
3 shared files
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| 46. | yousefpour@fb.com | davidet@fb.com |
3 shared files
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| 47. | romovpa@gmail.com | yousefpour@fb.com |
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| 48. | jessijzhao@gmail.com | gcormode@fb.com |
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| 49. | shilov@fb.com | gcormode@fb.com |
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| 50. | gcormode@fb.com | constance.beguier@owkin.com |
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| 51. | shilov@fb.com | pstock@fb.com |
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| 52. | krp@fb.com | pstock@fb.com |
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| 53. | yousefpour@fb.com | constance.beguier@owkin.com |
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| 54. | romovpa@gmail.com | touqir@ualberta.ca |
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| 55. | yousefpour@fb.com | theo.leffyr@gmail.com |
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| 56. | theo.leffyr@gmail.com | shilov@fb.com |
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| 57. | birdx0810@gmail.com | shilov@fb.com |
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| 58. | birdx0810@gmail.com | krp@fb.com |
2 shared files
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| 59. | yousefpour.ashkan@gmail.com | pierre@tholoniat.com |
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| 60. | yousefpour.ashkan@gmail.com | constance.beguier@owkin.com |
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| 61. | romovpa@fb.com | constance.beguier@owkin.com |
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| 62. | oussamaberqi@fb.com | davidet@fb.com |
2 shared files
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| 63. | pierre@tholoniat.com | davidet@fb.com |
2 shared files
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| 64. | shilov@fb.com | ngjhn@fb.com |
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| 65. | shilov@fb.com | moh.malekzadeh@gmail.com |
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| 66. | ngjhn@fb.com | moh.malekzadeh@gmail.com |
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| 67. | yousefpour@fb.com | 49699333+dependabot[bot]@users.noreply.github.com |
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| 68. | imironov@fb.com | krp@fb.com |
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| 69. | imironov@fb.com | shilov@fb.com |
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| 70. | imironov@fb.com | yousefpour@fb.com |
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| 71. | imironov@fb.com | asablayrolles@fb.com |
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| 72. | imironov@fb.com | constance.beguier@owkin.com |
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| 73. | yousefpour@fb.com | touqir@ualberta.ca |
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| 74. | krp@fb.com | sayanghosh@fb.com |
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| 75. | shilov@fb.com | sayanghosh@fb.com |
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| 76. | sayanghosh@fb.com | davidet@fb.com |
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| 77. | pstock@fb.com | yousefpour@fb.com |
2 shared files
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| 78. | pstock@fb.com | asablayrolles@fb.com |
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| 79. | shilov@fb.com | elrohir@163.com |
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| 80. | krp@fb.com | elrohir@163.com |
2 shared files
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| 81. | asablayrolles@fb.com | elrohir@163.com |
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| 82. | sarthak.pati@pennmedicine.upenn.edu | yousefpour@fb.com |
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| 83. | sarthak.pati@pennmedicine.upenn.edu | shilov@fb.com |
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| 84. | yousefpour@fb.com | jessicazhao@fb.com |
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| 85. | jessicazhao@fb.com | shilov@fb.com |
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| 86. | jessicazhao@fb.com | krp@fb.com |
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| 87. | romovpa@fb.com | yousefpour@fb.com |
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| 88. | krp@fb.com | ezyang@fb.com |
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| 89. | shilov@fb.com | ezyang@fb.com |
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| 90. | romovpa@gmail.com | ezyang@fb.com |
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| 91. | romovpa@gmail.com | davidet@fb.com |
2 shared files
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| 92. | ezyang@fb.com | touqir@ualberta.ca |
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| 93. | ezyang@fb.com | davidet@fb.com |
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| 94. | theo.leffyr@gmail.com | asablayrolles@fb.com |
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| 95. | birdx0810@gmail.com | jessijzhao@gmail.com |
1 shared file
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| 96. | birdx0810@gmail.com | yousefpour.ashkan@gmail.com |
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| 97. | birdx0810@gmail.com | romovpa@fb.com |
1 shared file
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| 98. | birdx0810@gmail.com | asablayrolles@fb.com |
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| 99. | birdx0810@gmail.com | oussamaberqi@fb.com |
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| 100. | birdx0810@gmail.com | pierre@tholoniat.com |
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