openai / automated-interpretability
File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

Overview
File Change Frequency Overall
  • There are 10 files with 2,188 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)
    • 0 files changed 6-20 times (0 lines of code)
    • 10 files changed 1-5 times (2,188 lines of code)
0% | 0% | 0% | 0% | 100%
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 10 files with 2,188 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 0 files changed by 11-25 contributors (0 lines of code)
    • 0 files changed by 6-10 contributors (0 lines of code)
    • 8 files changed by 2-5 contributors (2,081 lines of code)
    • 2 files changed by 1 contributor (107 lines of code)
0% | 0% | 0% | 95% | 4%
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, jsx, js, tsx, json, gitignore, md, ipynb, ts, css, txt, html
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 0% | 0% | 100%
css0% | 0% | 0% | 0% | 0%
tsx0% | 0% | 0% | 0% | 0%
html0% | 0% | 0% | 0% | 0%
jsx0% | 0% | 0% | 0% | 0%
ts0% | 0% | 0% | 0% | 0%
js0% | 0% | 0% | 0% | 0%
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
neuron-explainer0% | 0% | 0% | 0% | 100%
neuron-viewer0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 41)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
simulator.py
in neuron-explainer/neuron_explainer/explanations
 546 17 2023-12-21 2024-03-06 4 3 henktillman@gmail.com henktillman@gmail.com
azure.py
in neuron-explainer/neuron_explainer
 4 1 2023-07-19 2023-07-20 2 2 williamrs@openai.com 78386475+williamrs-openai@u...
setup.py
in neuron-explainer
 20 - 2023-06-29 2023-11-13 2 2 wuthefwasthat@gmail.com dow@college.harvard.edu
token_connections.py
in neuron-explainer/neuron_explainer/activations
 41 2 2023-07-19 2023-07-20 2 2 williamrs@openai.com 78386475+williamrs-openai@u...
activations.py
in neuron-explainer/neuron_explainer/activations
 179 13 2023-07-19 2023-07-20 2 2 williamrs@openai.com 78386475+williamrs-openai@u...
explainer.py
in neuron-explainer/neuron_explainer/explanations
 348 16 2024-01-13 2024-03-06 2 2 hijohnnylin@gmail.com henktillman@gmail.com
__init__.py
in neuron-explainer/neuron_explainer/activations
 1 - 2023-06-29 2023-06-29 1 1 wuthefwasthat@gmail.com wuthefwasthat@gmail.com
server.py
in neuron-viewer/python
 37 4 2023-05-10 2023-05-10 1 2 wuthefwasthat@gmail.com m.eezadmehr@gmail.com
explanations.py
in neuron-explainer/neuron_explainer/explanations
 106 5 2023-05-10 2023-05-10 1 1 2119212+jsoref@users.norepl... 2119212+jsoref@users.norepl...
few_shot_examples.py
in neuron-explainer/neuron_explainer/explanations
 906 3 2024-01-24 2024-01-24 1 2 henktillman@gmail.com hijohnnylin@gmail.com
__init__.py
in neuron-explainer/neuron_explainer/explanations
 1 -
__init__.py
in neuron-explainer/neuron_explainer
 1 -
__init__.py
in neuron-explainer/neuron_explainer/fast_dataclasses
 2 -
index.js
in neuron-viewer/src/panes
 4 -
tailwind.config.js
in neuron-viewer
 7 -
heatmapGrid.tsx
in neuron-viewer/src
 11 -
reportWebVitals.js
in neuron-viewer/src
 12 -
index.css
in neuron-viewer/src
 12 -
App.jsx
in neuron-viewer/src
 15 -
index.jsx
in neuron-viewer/src
 15 -
utils.ts
in neuron-viewer/src
 22 -
tokenHeatmap.tsx
in neuron-viewer/src
 29 1
puzzles.py
in neuron-explainer/neuron_explainer/explanations
 32 2
index.html
in neuron-viewer/src
 32 -
types.ts
in neuron-viewer/src
 57 3
feed.jsx
in neuron-viewer/src
 59 -
fast_dataclasses.py
in neuron-explainer/neuron_explainer/fast_dataclasses
 60 5
prompt_builder.py
in neuron-explainer/neuron_explainer/explanations
 74 5
interpAPI.ts
in neuron-viewer/src
 80 2
activation_records.py
in neuron-explainer/neuron_explainer/activations
 92 8
simulationHeatmap.tsx
in neuron-viewer/src
 92 1
datasetList.jsx
in neuron-viewer/src/panes
 97 -
similarNeurons.jsx
in neuron-viewer/src/panes
 107 -
api_client.py
in neuron-explainer/neuron_explainer
 113 4
calibrated_simulator.py
in neuron-explainer/neuron_explainer/explanations
 116 13
topTokens.jsx
in neuron-viewer/src/panes
 116 -
scoring.py
in neuron-explainer/neuron_explainer/explanations
 117 6
welcome.tsx
in neuron-viewer/src
 128 1
explanation.jsx
in neuron-viewer/src/panes
 155 -
token_space_few_shot_examples.py
in neuron-explainer/neuron_explainer/explanations
 195 1
App.css
in neuron-viewer/src
 251 -
Files With Most Contributors (Top 41)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
simulator.py
in neuron-explainer/neuron_explainer/explanations
 546 17 2023-12-21 2024-03-06 4 3 henktillman@gmail.com henktillman@gmail.com
token_connections.py
in neuron-explainer/neuron_explainer/activations
 41 2 2023-07-19 2023-07-20 2 2 williamrs@openai.com 78386475+williamrs-openai@u...
activations.py
in neuron-explainer/neuron_explainer/activations
 179 13 2023-07-19 2023-07-20 2 2 williamrs@openai.com 78386475+williamrs-openai@u...
azure.py
in neuron-explainer/neuron_explainer
 4 1 2023-07-19 2023-07-20 2 2 williamrs@openai.com 78386475+williamrs-openai@u...
explainer.py
in neuron-explainer/neuron_explainer/explanations
 348 16 2024-01-13 2024-03-06 2 2 hijohnnylin@gmail.com henktillman@gmail.com
setup.py
in neuron-explainer
 20 - 2023-06-29 2023-11-13 2 2 wuthefwasthat@gmail.com dow@college.harvard.edu
server.py
in neuron-viewer/python
 37 4 2023-05-10 2023-05-10 1 2 wuthefwasthat@gmail.com m.eezadmehr@gmail.com
few_shot_examples.py
in neuron-explainer/neuron_explainer/explanations
 906 3 2024-01-24 2024-01-24 1 2 henktillman@gmail.com hijohnnylin@gmail.com
__init__.py
in neuron-explainer/neuron_explainer/activations
 1 - 2023-06-29 2023-06-29 1 1 wuthefwasthat@gmail.com wuthefwasthat@gmail.com
explanations.py
in neuron-explainer/neuron_explainer/explanations
 106 5 2023-05-10 2023-05-10 1 1 2119212+jsoref@users.norepl... 2119212+jsoref@users.norepl...
index.css
in neuron-viewer/src
 12 -
tokenHeatmap.tsx
in neuron-viewer/src
 29 1
index.html
in neuron-viewer/src
 32 -
simulationHeatmap.tsx
in neuron-viewer/src
 92 1
index.jsx
in neuron-viewer/src
 15 -
welcome.tsx
in neuron-viewer/src
 128 1
App.jsx
in neuron-viewer/src
 15 -
utils.ts
in neuron-viewer/src
 22 -
App.css
in neuron-viewer/src
 251 -
heatmapGrid.tsx
in neuron-viewer/src
 11 -
types.ts
in neuron-viewer/src
 57 3
reportWebVitals.js
in neuron-viewer/src
 12 -
topTokens.jsx
in neuron-viewer/src/panes
 116 -
explanation.jsx
in neuron-viewer/src/panes
 155 -
index.js
in neuron-viewer/src/panes
 4 -
datasetList.jsx
in neuron-viewer/src/panes
 97 -
similarNeurons.jsx
in neuron-viewer/src/panes
 107 -
feed.jsx
in neuron-viewer/src
 59 -
interpAPI.ts
in neuron-viewer/src
 80 2
tailwind.config.js
in neuron-viewer
 7 -
activation_records.py
in neuron-explainer/neuron_explainer/activations
 92 8
__init__.py
in neuron-explainer/neuron_explainer
 1 -
__init__.py
in neuron-explainer/neuron_explainer/fast_dataclasses
 2 -
fast_dataclasses.py
in neuron-explainer/neuron_explainer/fast_dataclasses
 60 5
api_client.py
in neuron-explainer/neuron_explainer
 113 4
__init__.py
in neuron-explainer/neuron_explainer/explanations
 1 -
token_space_few_shot_examples.py
in neuron-explainer/neuron_explainer/explanations
 195 1
calibrated_simulator.py
in neuron-explainer/neuron_explainer/explanations
 116 13
puzzles.py
in neuron-explainer/neuron_explainer/explanations
 32 2
prompt_builder.py
in neuron-explainer/neuron_explainer/explanations
 74 5
scoring.py
in neuron-explainer/neuron_explainer/explanations
 117 6
Files With Least Contributors (Top 41)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
App.css
in neuron-viewer/src
 251 -
token_space_few_shot_examples.py
in neuron-explainer/neuron_explainer/explanations
 195 1
explanation.jsx
in neuron-viewer/src/panes
 155 -
welcome.tsx
in neuron-viewer/src
 128 1
scoring.py
in neuron-explainer/neuron_explainer/explanations
 117 6
topTokens.jsx
in neuron-viewer/src/panes
 116 -
calibrated_simulator.py
in neuron-explainer/neuron_explainer/explanations
 116 13
api_client.py
in neuron-explainer/neuron_explainer
 113 4
similarNeurons.jsx
in neuron-viewer/src/panes
 107 -
datasetList.jsx
in neuron-viewer/src/panes
 97 -
simulationHeatmap.tsx
in neuron-viewer/src
 92 1
activation_records.py
in neuron-explainer/neuron_explainer/activations
 92 8
interpAPI.ts
in neuron-viewer/src
 80 2
prompt_builder.py
in neuron-explainer/neuron_explainer/explanations
 74 5
fast_dataclasses.py
in neuron-explainer/neuron_explainer/fast_dataclasses
 60 5
feed.jsx
in neuron-viewer/src
 59 -
types.ts
in neuron-viewer/src
 57 3
index.html
in neuron-viewer/src
 32 -
puzzles.py
in neuron-explainer/neuron_explainer/explanations
 32 2
tokenHeatmap.tsx
in neuron-viewer/src
 29 1
utils.ts
in neuron-viewer/src
 22 -
index.jsx
in neuron-viewer/src
 15 -
App.jsx
in neuron-viewer/src
 15 -
index.css
in neuron-viewer/src
 12 -
reportWebVitals.js
in neuron-viewer/src
 12 -
heatmapGrid.tsx
in neuron-viewer/src
 11 -
tailwind.config.js
in neuron-viewer
 7 -
index.js
in neuron-viewer/src/panes
 4 -
__init__.py
in neuron-explainer/neuron_explainer/fast_dataclasses
 2 -
__init__.py
in neuron-explainer/neuron_explainer
 1 -
__init__.py
in neuron-explainer/neuron_explainer/explanations
 1 -
explanations.py
in neuron-explainer/neuron_explainer/explanations
 106 5 2023-05-10 2023-05-10 1 1 2119212+jsoref@users.norepl... 2119212+jsoref@users.norepl...
__init__.py
in neuron-explainer/neuron_explainer/activations
 1 - 2023-06-29 2023-06-29 1 1 wuthefwasthat@gmail.com wuthefwasthat@gmail.com
few_shot_examples.py
in neuron-explainer/neuron_explainer/explanations
 906 3 2024-01-24 2024-01-24 1 2 henktillman@gmail.com hijohnnylin@gmail.com
explainer.py
in neuron-explainer/neuron_explainer/explanations
 348 16 2024-01-13 2024-03-06 2 2 hijohnnylin@gmail.com henktillman@gmail.com
activations.py
in neuron-explainer/neuron_explainer/activations
 179 13 2023-07-19 2023-07-20 2 2 williamrs@openai.com 78386475+williamrs-openai@u...
token_connections.py
in neuron-explainer/neuron_explainer/activations
 41 2 2023-07-19 2023-07-20 2 2 williamrs@openai.com 78386475+williamrs-openai@u...
server.py
in neuron-viewer/python
 37 4 2023-05-10 2023-05-10 1 2 wuthefwasthat@gmail.com m.eezadmehr@gmail.com
setup.py
in neuron-explainer
 20 - 2023-06-29 2023-11-13 2 2 wuthefwasthat@gmail.com dow@college.harvard.edu
azure.py
in neuron-explainer/neuron_explainer
 4 1 2023-07-19 2023-07-20 2 2 williamrs@openai.com 78386475+williamrs-openai@u...
simulator.py
in neuron-explainer/neuron_explainer/explanations
 546 17 2023-12-21 2024-03-06 4 3 henktillman@gmail.com henktillman@gmail.com
Correlations

File Size vs. Number of Changes: 10 points

neuron-explainer/neuron_explainer/explanations/simulator.py x: 546 lines of code y: 4 # changes neuron-explainer/neuron_explainer/explanations/explainer.py x: 348 lines of code y: 2 # changes neuron-explainer/neuron_explainer/explanations/few_shot_examples.py x: 906 lines of code y: 1 # changes neuron-explainer/setup.py x: 20 lines of code y: 2 # changes neuron-explainer/neuron_explainer/activations/activations.py x: 179 lines of code y: 2 # changes neuron-explainer/neuron_explainer/activations/token_connections.py x: 41 lines of code y: 2 # changes neuron-explainer/neuron_explainer/azure.py x: 4 lines of code y: 2 # changes neuron-explainer/neuron_explainer/activations/__init__.py x: 1 lines of code y: 1 # changes neuron-explainer/neuron_explainer/explanations/explanations.py x: 106 lines of code y: 1 # changes neuron-viewer/python/server.py x: 37 lines of code y: 1 # changes
4.0
# changes
  min: 1.0
  average: 1.8
  25th percentile: 1.0
  median: 2.0
  75th percentile: 2.0
  max: 4.0
0 906.0
lines of code
min: 1.0 | average: 218.8 | 25th percentile: 16.0 | median: 73.5 | 75th percentile: 397.5 | max: 906.0

Number of Contributors vs. Number of Changes: 10 points

neuron-explainer/neuron_explainer/explanations/simulator.py x: 3 # contributors y: 4 # changes neuron-explainer/neuron_explainer/explanations/explainer.py x: 2 # contributors y: 2 # changes neuron-explainer/neuron_explainer/explanations/few_shot_examples.py x: 2 # contributors y: 1 # changes neuron-explainer/neuron_explainer/activations/__init__.py x: 1 # contributors y: 1 # changes
4.0
# changes
  min: 1.0
  average: 1.8
  25th percentile: 1.0
  median: 2.0
  75th percentile: 2.0
  max: 4.0
0 3.0
# contributors
min: 1.0 | average: 1.9 | 25th percentile: 1.75 | median: 2.0 | 75th percentile: 2.0 | max: 3.0

Number of Contributors vs. File Size: 10 points

neuron-explainer/neuron_explainer/explanations/simulator.py x: 3 # contributors y: 546 lines of code neuron-explainer/neuron_explainer/explanations/explainer.py x: 2 # contributors y: 348 lines of code neuron-explainer/neuron_explainer/explanations/few_shot_examples.py x: 2 # contributors y: 906 lines of code neuron-explainer/setup.py x: 2 # contributors y: 20 lines of code neuron-explainer/neuron_explainer/activations/activations.py x: 2 # contributors y: 179 lines of code neuron-explainer/neuron_explainer/activations/token_connections.py x: 2 # contributors y: 41 lines of code neuron-explainer/neuron_explainer/azure.py x: 2 # contributors y: 4 lines of code neuron-explainer/neuron_explainer/activations/__init__.py x: 1 # contributors y: 1 lines of code neuron-explainer/neuron_explainer/explanations/explanations.py x: 1 # contributors y: 106 lines of code neuron-viewer/python/server.py x: 2 # contributors y: 37 lines of code
906.0
lines of code
  min: 1.0
  average: 218.8
  25th percentile: 16.0
  median: 73.5
  75th percentile: 397.5
  max: 906.0
0 3.0
# contributors
min: 1.0 | average: 1.9 | 25th percentile: 1.75 | median: 2.0 | 75th percentile: 2.0 | max: 3.0