openai/CLIP
File Churn
File change frequency (churn) shows the distribution of file updates (days with at least one commit).
Overview
File Change Frequency Overall
  • There are 6 files with 591 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 0 files changed 21-50 times (0 lines of code)
    • 2 files changed 6-20 times (474 lines of code)
    • 4 files changed 1-5 times (117 lines of code)
0% | 0% | 0% | 80% | 19%
Legend:
101+
51-100
21-50
6-20
1-5

explore: grouped by folders | grouped by update frequency | data
Contributors Count Frequency Overall
  • There are 6 files with 591 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 1 file changed by 11-25 contributors (148 lines of code)
    • 1 file changed by 6-10 contributors (326 lines of code)
    • 0 files changed by 2-5 contributors (0 lines of code)
    • 4 files changed by 1 contributor (117 lines of code)
0% | 25% | 55% | 0% | 19%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
py, md, txt, ipynb, in, gitignore, yml
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 0% | 80% | 19%
in0% | 0% | 0% | 0% | 100%
File Change Frequency per Logical Decomposition
primary
primary (file change frequency)
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
clip0% | 0% | 0% | 82% | 17%
ROOT0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 6)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
clip.py
in clip
 148 6 2021-01-29 2024-06-04 15 14 +287 / -42 jacky2wong@gmail.com jamiemartin91@hotmail.com
model.py
in clip
 326 25 2021-01-29 2022-07-27 10 9 +455 / -19 jongwook@openai.com 59520591+sarveshwar-s@users...
in
 1 - 2021-01-29 2021-01-29 1 1 +1 / -0 jacky2wong@gmail.com jacky2wong@gmail.com
1 - 2021-01-29 2021-01-29 1 1 +1 / -0 jacky2wong@gmail.com jacky2wong@gmail.com
hubconf.py
in root
 14 2 2022-07-14 2022-07-14 1 1 +42 / -0 jes18e@my.fsu.edu jes18e@my.fsu.edu
101 9 2021-01-29 2021-01-29 1 1 +132 / -0 jacky2wong@gmail.com jacky2wong@gmail.com
Files With Most Churn (Top 6)
Based on the number of lines added and deleted across all commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
model.py
in clip
 326 25 2021-01-29 2022-07-27 10 9 +455 / -19 jongwook@openai.com 59520591+sarveshwar-s@users...
clip.py
in clip
 148 6 2021-01-29 2024-06-04 15 14 +287 / -42 jacky2wong@gmail.com jamiemartin91@hotmail.com
101 9 2021-01-29 2021-01-29 1 1 +132 / -0 jacky2wong@gmail.com jacky2wong@gmail.com
hubconf.py
in root
 14 2 2022-07-14 2022-07-14 1 1 +42 / -0 jes18e@my.fsu.edu jes18e@my.fsu.edu
in
 1 - 2021-01-29 2021-01-29 1 1 +1 / -0 jacky2wong@gmail.com jacky2wong@gmail.com
1 - 2021-01-29 2021-01-29 1 1 +1 / -0 jacky2wong@gmail.com jacky2wong@gmail.com
Files With Most Contributors (Top 6)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
clip.py
in clip
 148 6 2021-01-29 2024-06-04 15 14 +287 / -42 jacky2wong@gmail.com jamiemartin91@hotmail.com
model.py
in clip
 326 25 2021-01-29 2022-07-27 10 9 +455 / -19 jongwook@openai.com 59520591+sarveshwar-s@users...
1 - 2021-01-29 2021-01-29 1 1 +1 / -0 jacky2wong@gmail.com jacky2wong@gmail.com
101 9 2021-01-29 2021-01-29 1 1 +132 / -0 jacky2wong@gmail.com jacky2wong@gmail.com
in
 1 - 2021-01-29 2021-01-29 1 1 +1 / -0 jacky2wong@gmail.com jacky2wong@gmail.com
hubconf.py
in root
 14 2 2022-07-14 2022-07-14 1 1 +42 / -0 jes18e@my.fsu.edu jes18e@my.fsu.edu
Files With Least Contributors (Top 6)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
101 9 2021-01-29 2021-01-29 1 1 +132 / -0 jacky2wong@gmail.com jacky2wong@gmail.com
hubconf.py
in root
 14 2 2022-07-14 2022-07-14 1 1 +42 / -0 jes18e@my.fsu.edu jes18e@my.fsu.edu
1 - 2021-01-29 2021-01-29 1 1 +1 / -0 jacky2wong@gmail.com jacky2wong@gmail.com
in
 1 - 2021-01-29 2021-01-29 1 1 +1 / -0 jacky2wong@gmail.com jacky2wong@gmail.com
model.py
in clip
 326 25 2021-01-29 2022-07-27 10 9 +455 / -19 jongwook@openai.com 59520591+sarveshwar-s@users...
clip.py
in clip
 148 6 2021-01-29 2024-06-04 15 14 +287 / -42 jacky2wong@gmail.com jamiemartin91@hotmail.com
Correlations

File Size vs. Number of Changes: 6 points

clip/clip.py x: 148 lines of code y: 15 # changes clip/model.py x: 326 lines of code y: 10 # changes hubconf.py x: 14 lines of code y: 1 # changes MANIFEST.in x: 1 lines of code y: 1 # changes clip/simple_tokenizer.py x: 101 lines of code y: 1 # changes
15.0
# changes
  min: 1.0
  average: 4.83
  25th percentile: 1.0
  median: 1.0
  75th percentile: 11.25
  max: 15.0
0 326.0
lines of code
min: 1.0 | average: 98.5 | 25th percentile: 1.0 | median: 57.5 | 75th percentile: 192.5 | max: 326.0

Number of Contributors vs. Number of Changes: 6 points

clip/clip.py x: 14 # contributors y: 15 # changes clip/model.py x: 9 # contributors y: 10 # changes hubconf.py x: 1 # contributors y: 1 # changes
15.0
# changes
  min: 1.0
  average: 4.83
  25th percentile: 1.0
  median: 1.0
  75th percentile: 11.25
  max: 15.0
0 14.0
# contributors
min: 1.0 | average: 4.5 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 10.25 | max: 14.0

Number of Contributors vs. File Size: 6 points

clip/clip.py x: 14 # contributors y: 148 lines of code clip/model.py x: 9 # contributors y: 326 lines of code hubconf.py x: 1 # contributors y: 14 lines of code MANIFEST.in x: 1 # contributors y: 1 lines of code clip/simple_tokenizer.py x: 1 # contributors y: 101 lines of code
326.0
lines of code
  min: 1.0
  average: 98.5
  25th percentile: 1.0
  median: 57.5
  75th percentile: 192.5
  max: 326.0
0 14.0
# contributors
min: 1.0 | average: 4.5 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 10.25 | max: 14.0

Number of Changes vs. Line Churn: 23 points

.github/workflows/test.yml x: 5 # changes y: 47 line churn setup.py x: 2 # changes y: 30 line churn clip/clip.py x: 15 # changes y: 329 line churn requirements.txt x: 3 # changes y: 14 line churn README.md x: 10 # changes y: 49 line churn clip/model.py x: 10 # changes y: 474 line churn hubconf.py x: 1 # changes y: 42 line churn model-card.md x: 5 # changes y: 16 line churn notebooks/Interacting_with_CLIP.ipynb x: 4 # changes y: 1731 line churn notebooks/Prompt_Engineering_for_ImageNet.ipynb x: 3 # changes y: 1503 line churn data/prompts.md x: 2 # changes y: 9463 line churn data/country211.md x: 1 # changes y: 12 line churn clip.py x: 3 # changes y: 170 line churn clip/simple_tokenizer.py x: 1 # changes y: 132 line churn model.py x: 2 # changes y: 802 line churn Interacting_with_CLIP.ipynb x: 2 # changes y: 1224 line churn
9463.0
line churn
  min: 1.0
  average: 705.91
  25th percentile: 14.0
  median: 47.0
  75th percentile: 474.0
  max: 9463.0
0 15.0
# changes
min: 1.0 | average: 3.39 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 4.0 | max: 15.0

Number of Contributors vs. Line Churn: 6 points

clip/clip.py x: 14 # contributors y: 329 line churn clip/model.py x: 9 # contributors y: 474 line churn hubconf.py x: 1 # contributors y: 42 line churn MANIFEST.in x: 1 # contributors y: 1 line churn clip/simple_tokenizer.py x: 1 # contributors y: 132 line churn
474.0
line churn
  min: 1.0
  average: 163.17
  25th percentile: 1.0
  median: 87.0
  75th percentile: 365.25
  max: 474.0
0 14.0
# contributors
min: 1.0 | average: 4.5 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 10.25 | max: 14.0

File Size vs. Line Churn: 6 points

clip/clip.py x: 148 lines of code y: 329 line churn clip/model.py x: 326 lines of code y: 474 line churn hubconf.py x: 14 lines of code y: 42 line churn MANIFEST.in x: 1 lines of code y: 1 line churn clip/simple_tokenizer.py x: 101 lines of code y: 132 line churn
474.0
line churn
  min: 1.0
  average: 163.17
  25th percentile: 1.0
  median: 87.0
  75th percentile: 365.25
  max: 474.0
0 326.0
lines of code
min: 1.0 | average: 98.5 | 25th percentile: 1.0 | median: 57.5 | 75th percentile: 192.5 | max: 326.0