openai / transformer-debugger
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 24 files with 5,454 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)
    • 24 files changed 1-5 times (5,454 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 24 files with 5,454 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)
    • 3 files changed by 2-5 contributors (1,201 lines of code)
    • 21 files changed by 1 contributor (4,253 lines of code)
0% | 0% | 0% | 22% | 77%
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, ts, tsx, md, json, css, ini, gitignore, txt, cfg, js, toml, sh, html, yaml
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%
tsx0% | 0% | 0% | 0% | 100%
ts0% | 0% | 0% | 0% | 100%
toml0% | 0% | 0% | 0% | 0%
css0% | 0% | 0% | 0% | 0%
html0% | 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%
ROOT0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
attention_head_scoring.py
in neuron_explainer/explanations
 205 3 2024-03-14 2024-05-13 5 3 henktillman@gmail.com exxxmachina@protonmail.com
explainer_routes.py
in neuron_explainer/activation_server
 410 8 2024-03-14 2024-05-13 5 3 henktillman@gmail.com exxxmachina@protonmail.com
simulator.py
in neuron_explainer/explanations
 586 18 2024-03-14 2024-05-13 5 3 henktillman@gmail.com exxxmachina@protonmail.com
explanation_datasets.py
in neuron_explainer/activation_server
 23 1 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
load_neurons.py
in neuron_explainer/activation_server
 50 2 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
file_utils.py
in neuron_explainer
 63 5 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
welcome.tsx
in neuron_viewer/src
 79 1 2024-03-13 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
create_hf_test_data.py
in neuron_explainer/scripts
 93 2 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
model_registry.py
in neuron_explainer/models
 101 5 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
neuron_datasets.py
in neuron_explainer/activation_server
 101 3 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
main.py
in neuron_explainer/activation_server
 134 6 2024-03-13 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
explanations.py
in neuron_explainer/explanations
 136 6 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
activations.py
in neuron_explainer/activations
 154 11 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
autoencoder_context.py
in neuron_explainer/models
 218 21 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
transformer.py
in neuron_explainer/models
 522 52 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
ModelInfoResponse.ts
in neuron_viewer/src/client/models
 8 - 2024-03-13 2024-03-13 1 1 henktillman@gmail.com henktillman@gmail.com
setup.py
in root
 29 - 2024-03-15 2024-03-15 1 1 henktillman@gmail.com henktillman@gmail.com
inference_routes.py
in neuron_explainer/activation_server
 70 3 2024-03-13 2024-03-13 1 1 henktillman@gmail.com henktillman@gmail.com
download_from_hf.py
in neuron_explainer/scripts
 84 4 2024-03-15 2024-03-15 1 1 henktillman@gmail.com henktillman@gmail.com
autoencoder.py
in neuron_explainer/models
 105 15 2024-06-04 2024-06-04 1 1 tom.duprelatour.10@gmail.com tom.duprelatour.10@gmail.com
model_context.py
in neuron_explainer/models
 306 37 2024-03-15 2024-03-15 1 1 henktillman@gmail.com henktillman@gmail.com
requests_and_responses.py
in neuron_explainer/activation_server
 337 4 2024-03-13 2024-03-13 1 1 henktillman@gmail.com henktillman@gmail.com
derived_scalar_store.py
in neuron_explainer/activations/derived_scalars
 534 42 2024-03-15 2024-03-15 1 1 henktillman@gmail.com henktillman@gmail.com
interactive_model.py
in neuron_explainer/activation_server
 1106 33 2024-03-13 2024-03-13 1 1 henktillman@gmail.com henktillman@gmail.com
plots.tsx
in neuron_viewer/src
 1 -
SparsityMetricsDisplay.tsx
in neuron_viewer/src/TransformerDebugger/cards
 1 -
LayerDisplay.tsx
in neuron_viewer/src/TransformerDebugger/cards
 1 -
__init__.py
in neuron_explainer/explanations
 1 -
__init__.py
in neuron_explainer
 1 -
__init__.py
in neuron_explainer/activations/derived_scalars
 1 -
__init__.py
in neuron_explainer/fast_dataclasses
 2 -
__init__.py
in neuron_explainer/models
 3 -
utils.py
in neuron_explainer/activations/derived_scalars
 3 1
ComponentTypeForAttention.ts
in neuron_viewer/src/client/models
 4 -
BatchedResponse.ts
in neuron_viewer/src/client/models
 4 -
PassType.ts
in neuron_viewer/src/client/models
 4 -
BatchedRequest.ts
in neuron_viewer/src/client/models
 4 -
ExplanationResult.ts
in neuron_viewer/src/client/models
 4 -
ComponentTypeForMlp.ts
in neuron_viewer/src/client/models
 4 -
HTTPValidationError.ts
in neuron_viewer/src/client/models
 4 -
TopTokensAttendedTo.ts
in neuron_viewer/src/client/models
 4 -
ScoreResult.ts
in neuron_viewer/src/client/models
 4 -
InferenceResponse.ts
in neuron_viewer/src/client/models
 4 -
BatchedTdbRequest.ts
in neuron_viewer/src/client/models
 4 -
PreOrPostAct.ts
in neuron_viewer/src/client/models
 4 -
__init__.py
in neuron_explainer/pydantic
 4 -
AblationSpec.ts
in neuron_viewer/src/client/models
 5 -
ValidationError.ts
in neuron_viewer/src/client/models
 5 -
Tensor3D.ts
in neuron_viewer/src/client/models
 5 -
Tensor0D.ts
in neuron_viewer/src/client/models
 5 -
Files With Most Contributors (Top 50)
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
explainer_routes.py
in neuron_explainer/activation_server
 410 8 2024-03-14 2024-05-13 5 3 henktillman@gmail.com exxxmachina@protonmail.com
simulator.py
in neuron_explainer/explanations
 586 18 2024-03-14 2024-05-13 5 3 henktillman@gmail.com exxxmachina@protonmail.com
attention_head_scoring.py
in neuron_explainer/explanations
 205 3 2024-03-14 2024-05-13 5 3 henktillman@gmail.com exxxmachina@protonmail.com
file_utils.py
in neuron_explainer
 63 5 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
activations.py
in neuron_explainer/activations
 154 11 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
load_neurons.py
in neuron_explainer/activation_server
 50 2 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
explanation_datasets.py
in neuron_explainer/activation_server
 23 1 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
neuron_datasets.py
in neuron_explainer/activation_server
 101 3 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
main.py
in neuron_explainer/activation_server
 134 6 2024-03-13 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
autoencoder_context.py
in neuron_explainer/models
 218 21 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
model_registry.py
in neuron_explainer/models
 101 5 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
transformer.py
in neuron_explainer/models
 522 52 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
create_hf_test_data.py
in neuron_explainer/scripts
 93 2 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
explanations.py
in neuron_explainer/explanations
 136 6 2024-03-14 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
welcome.tsx
in neuron_viewer/src
 79 1 2024-03-13 2024-03-15 2 1 henktillman@gmail.com henktillman@gmail.com
derived_scalar_store.py
in neuron_explainer/activations/derived_scalars
 534 42 2024-03-15 2024-03-15 1 1 henktillman@gmail.com henktillman@gmail.com
requests_and_responses.py
in neuron_explainer/activation_server
 337 4 2024-03-13 2024-03-13 1 1 henktillman@gmail.com henktillman@gmail.com
interactive_model.py
in neuron_explainer/activation_server
 1106 33 2024-03-13 2024-03-13 1 1 henktillman@gmail.com henktillman@gmail.com
inference_routes.py
in neuron_explainer/activation_server
 70 3 2024-03-13 2024-03-13 1 1 henktillman@gmail.com henktillman@gmail.com
model_context.py
in neuron_explainer/models
 306 37 2024-03-15 2024-03-15 1 1 henktillman@gmail.com henktillman@gmail.com
autoencoder.py
in neuron_explainer/models
 105 15 2024-06-04 2024-06-04 1 1 tom.duprelatour.10@gmail.com tom.duprelatour.10@gmail.com
download_from_hf.py
in neuron_explainer/scripts
 84 4 2024-03-15 2024-03-15 1 1 henktillman@gmail.com henktillman@gmail.com
setup.py
in root
 29 - 2024-03-15 2024-03-15 1 1 henktillman@gmail.com henktillman@gmail.com
ModelInfoResponse.ts
in neuron_viewer/src/client/models
 8 - 2024-03-13 2024-03-13 1 1 henktillman@gmail.com henktillman@gmail.com
hashable_base_model.py
in neuron_explainer/pydantic
 6 1
__init__.py
in neuron_explainer/pydantic
 4 -
immutable.py
in neuron_explainer/pydantic
 8 1
camel_case_base_model.py
in neuron_explainer/pydantic
 7 1
locations.py
in neuron_explainer/activations/derived_scalars
 188 16
edge_activation.py
in neuron_explainer/activations/derived_scalars
 63 3
reconstituter_class.py
in neuron_explainer/activations/derived_scalars
 634 44
__init__.py
in neuron_explainer/activations/derived_scalars
 1 -
derived_scalar_types.py
in neuron_explainer/activations/derived_scalars
 827 14
scalar_deriver.py
in neuron_explainer/activations/derived_scalars
 357 41
activations_and_metadata.py
in neuron_explainer/activations/derived_scalars
 405 33
residual.py
in neuron_explainer/activations/derived_scalars
 237 13
attention.py
in neuron_explainer/activations/derived_scalars
 696 41
reconstituted.py
in neuron_explainer/activations/derived_scalars
 345 27
node_write.py
in neuron_explainer/activations/derived_scalars
 95 3
least_common_tokens.py
in neuron_explainer/activations/derived_scalars
 598 -
edge_attribution.py
in neuron_explainer/activations/derived_scalars
 429 24
raw_activations.py
in neuron_explainer/activations/derived_scalars
 306 18
make_scalar_derivers.py
in neuron_explainer/activations/derived_scalars
 340 2
multi_group.py
in neuron_explainer/activations/derived_scalars
 195 15
direct_effects.py
in neuron_explainer/activations/derived_scalars
 416 23
indexing.py
in neuron_explainer/activations/derived_scalars
 422 34
config.py
in neuron_explainer/activations/derived_scalars
 129 8
multi_pass_scalar_deriver.py
in neuron_explainer/activations/derived_scalars
 254 30
write_tensors.py
in neuron_explainer/activations/derived_scalars
 82 5
mlp.py
in neuron_explainer/activations/derived_scalars
 91 6
Files With Least Contributors (Top 50)
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
few_shot_examples.py
in neuron_explainer/explanations
 2345 3
derived_scalar_computation.py
in neuron_explainer/activation_server
 993 34
NodeTable.tsx
in neuron_viewer/src/TransformerDebugger/cards/node_table
 976 15
derived_scalar_types.py
in neuron_explainer/activations/derived_scalars
 827 14
attention.py
in neuron_explainer/activations/derived_scalars
 696 41
reconstituter_class.py
in neuron_explainer/activations/derived_scalars
 634 44
least_common_tokens.py
in neuron_explainer/activations/derived_scalars
 598 -
postprocessing.py
in neuron_explainer/activations/derived_scalars
 556 33
edge_attribution.py
in neuron_explainer/activations/derived_scalars
 429 24
indexing.py
in neuron_explainer/activations/derived_scalars
 422 34
explainer.py
in neuron_explainer/explanations
 419 17
direct_effects.py
in neuron_explainer/activations/derived_scalars
 416 23
autoencoder.py
in neuron_explainer/activations/derived_scalars
 416 34
activations_and_metadata.py
in neuron_explainer/activations/derived_scalars
 405 33
model_component_registry.py
in neuron_explainer/models
 376 19
read_routes.py
in neuron_explainer/activation_server
 375 20
scalar_deriver.py
in neuron_explainer/activations/derived_scalars
 357 41
reconstituted.py
in neuron_explainer/activations/derived_scalars
 345 27
make_scalar_derivers.py
in neuron_explainer/activations/derived_scalars
 340 2
raw_activations.py
in neuron_explainer/activations/derived_scalars
 306 18
TransformerDebugger.tsx
in neuron_viewer/src/TransformerDebugger
 299 -
LogitsDisplay.tsx
in neuron_viewer/src/TransformerDebugger/cards
 287 4
tdb_conversions.py
in neuron_explainer/activation_server
 279 10
request.ts
in neuron_viewer/src/client/core
 273 -
multi_pass_scalar_deriver.py
in neuron_explainer/activations/derived_scalars
 254 30
hook_graph.py
in neuron_explainer/activations
 245 16
residual.py
in neuron_explainer/activations/derived_scalars
 237 13
hooks.py
in neuron_explainer/models
 230 39
inferenceDataFetcher.ts
in neuron_viewer/src/TransformerDebugger/requests
 217 3
logitLens.tsx
in neuron_viewer/src/panes
 203 3
multi_group.py
in neuron_explainer/activations/derived_scalars
 195 15
urlParams.ts
in neuron_viewer/src/TransformerDebugger/utils
 194 16
locations.py
in neuron_explainer/activations/derived_scalars
 188 16
nodePage.tsx
in neuron_viewer/src
 185 6
InferenceParamsDisplay.tsx
in neuron_viewer/src/TransformerDebugger/cards/inference_params
 170 -
tokens.py
in neuron_explainer/activations/derived_scalars
 161 6
TraceUpstreamNodeSpec.tsx
in neuron_viewer/src/TransformerDebugger/cards/inference_params
 157 -
BySequenceTokenDisplay.tsx
in neuron_viewer/src/TransformerDebugger/cards
 153 3
scoring.py
in neuron_explainer/explanations
 141 6
tokenHeatmap2d.tsx
in neuron_viewer/src
 138 -
config.py
in neuron_explainer/activations/derived_scalars
 129 8
PromptAndTokensOfInterest.tsx
in neuron_viewer/src/TransformerDebugger/cards/prompt
 127 2
types.ts
in neuron_viewer/src
 123 4
activation_records.py
in neuron_explainer/activations
 119 12
calibrated_simulator.py
in neuron_explainer/explanations
 116 13
readRequests.ts
in neuron_viewer/src/requests
 116 4
datasetExamples.tsx
in neuron_viewer/src/panes
 115 1
api_client.py
in neuron_explainer
 111 3
DerivedScalarType.ts
in neuron_viewer/src/client/models
 108 -
CancelablePromise.ts
in neuron_viewer/src/client/core
 108 7
Correlations

File Size vs. Number of Changes: 24 points

neuron_explainer/models/autoencoder.py x: 105 lines of code y: 1 # changes neuron_explainer/activation_server/explainer_routes.py x: 410 lines of code y: 5 # changes neuron_explainer/explanations/attention_head_scoring.py x: 205 lines of code y: 5 # changes neuron_explainer/explanations/simulator.py x: 586 lines of code y: 5 # changes neuron_explainer/activation_server/explanation_datasets.py x: 23 lines of code y: 2 # changes neuron_explainer/activation_server/load_neurons.py x: 50 lines of code y: 2 # changes neuron_explainer/activation_server/main.py x: 134 lines of code y: 2 # changes neuron_explainer/activation_server/neuron_datasets.py x: 101 lines of code y: 2 # changes neuron_explainer/activations/activations.py x: 154 lines of code y: 2 # changes neuron_explainer/activations/derived_scalars/derived_scalar_store.py x: 534 lines of code y: 1 # changes neuron_explainer/explanations/explanations.py x: 136 lines of code y: 2 # changes neuron_explainer/file_utils.py x: 63 lines of code y: 2 # changes neuron_explainer/models/autoencoder_context.py x: 218 lines of code y: 2 # changes neuron_explainer/models/model_context.py x: 306 lines of code y: 1 # changes neuron_explainer/models/transformer.py x: 522 lines of code y: 2 # changes neuron_explainer/scripts/create_hf_test_data.py x: 93 lines of code y: 2 # changes neuron_explainer/scripts/download_from_hf.py x: 84 lines of code y: 1 # changes neuron_viewer/src/welcome.tsx x: 79 lines of code y: 2 # changes setup.py x: 29 lines of code y: 1 # changes neuron_explainer/activation_server/inference_routes.py x: 70 lines of code y: 1 # changes neuron_explainer/activation_server/interactive_model.py x: 1106 lines of code y: 1 # changes neuron_explainer/activation_server/requests_and_responses.py x: 337 lines of code y: 1 # changes neuron_viewer/src/client/models/ModelInfoResponse.ts x: 8 lines of code y: 1 # changes
5.0
# changes
  min: 1.0
  average: 2.0
  25th percentile: 1.0
  median: 2.0
  75th percentile: 2.0
  max: 5.0
0 1106.0
lines of code
min: 8.0 | average: 227.25 | 25th percentile: 72.25 | median: 119.5 | 75th percentile: 329.25 | max: 1106.0

Number of Contributors vs. Number of Changes: 24 points

neuron_explainer/models/autoencoder.py x: 1 # contributors y: 1 # changes neuron_explainer/activation_server/explainer_routes.py x: 3 # contributors y: 5 # changes neuron_explainer/activation_server/explanation_datasets.py x: 1 # contributors y: 2 # changes
5.0
# changes
  min: 1.0
  average: 2.0
  25th percentile: 1.0
  median: 2.0
  75th percentile: 2.0
  max: 5.0
0 3.0
# contributors
min: 1.0 | average: 1.25 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 3.0

Number of Contributors vs. File Size: 24 points

neuron_explainer/models/autoencoder.py x: 1 # contributors y: 105 lines of code neuron_explainer/activation_server/explainer_routes.py x: 3 # contributors y: 410 lines of code neuron_explainer/explanations/attention_head_scoring.py x: 3 # contributors y: 205 lines of code neuron_explainer/explanations/simulator.py x: 3 # contributors y: 586 lines of code neuron_explainer/activation_server/explanation_datasets.py x: 1 # contributors y: 23 lines of code neuron_explainer/activation_server/load_neurons.py x: 1 # contributors y: 50 lines of code neuron_explainer/activation_server/main.py x: 1 # contributors y: 134 lines of code neuron_explainer/activation_server/neuron_datasets.py x: 1 # contributors y: 101 lines of code neuron_explainer/activations/activations.py x: 1 # contributors y: 154 lines of code neuron_explainer/activations/derived_scalars/derived_scalar_store.py x: 1 # contributors y: 534 lines of code neuron_explainer/explanations/explanations.py x: 1 # contributors y: 136 lines of code neuron_explainer/file_utils.py x: 1 # contributors y: 63 lines of code neuron_explainer/models/autoencoder_context.py x: 1 # contributors y: 218 lines of code neuron_explainer/models/model_context.py x: 1 # contributors y: 306 lines of code neuron_explainer/models/transformer.py x: 1 # contributors y: 522 lines of code neuron_explainer/scripts/create_hf_test_data.py x: 1 # contributors y: 93 lines of code neuron_explainer/scripts/download_from_hf.py x: 1 # contributors y: 84 lines of code neuron_viewer/src/welcome.tsx x: 1 # contributors y: 79 lines of code setup.py x: 1 # contributors y: 29 lines of code neuron_explainer/activation_server/inference_routes.py x: 1 # contributors y: 70 lines of code neuron_explainer/activation_server/interactive_model.py x: 1 # contributors y: 1106 lines of code neuron_explainer/activation_server/requests_and_responses.py x: 1 # contributors y: 337 lines of code neuron_viewer/src/client/models/ModelInfoResponse.ts x: 1 # contributors y: 8 lines of code
1106.0
lines of code
  min: 8.0
  average: 227.25
  25th percentile: 72.25
  median: 119.5
  75th percentile: 329.25
  max: 1106.0
0 3.0
# contributors
min: 1.0 | average: 1.25 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 3.0