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hub / github.com/scikit-learn/scikit-learn

github.com/scikit-learn/scikit-learn @1.9.0 sqlite

repository ↗ · DeepWiki ↗ · release 1.9.0 ↗
12,784 symbols 74,681 edges 1,017 files 4,882 documented · 38%

Core symbols most depended-on inside this repo

format
called by 507
sklearn/utils/_pprint.py
fit
called by 427
examples/miscellaneous/plot_metadata_routing.py
plot
called by 421
sklearn/calibration.py
clone
called by 406
sklearn/base.py
max
called by 364
sklearn/externals/array_api_extra/_lib/_at.py
make_classification
called by 333
sklearn/datasets/_samples_generator.py
check_is_fitted
called by 331
sklearn/utils/validation.py
check_array
called by 329
sklearn/utils/validation.py

Shape

Function 7,949
Method 3,606
Class 990
Route 239

Languages

Python100%
TypeScript1%

Modules by API surface

sklearn/utils/tests/test_estimator_checks.py202 symbols
sklearn/tests/test_pipeline.py174 symbols
sklearn/model_selection/tests/test_search.py166 symbols
sklearn/utils/estimator_checks.py149 symbols
sklearn/utils/tests/test_validation.py140 symbols
sklearn/compose/tests/test_column_transformer.py130 symbols
sklearn/model_selection/tests/test_validation.py124 symbols
sklearn/metrics/tests/test_classification.py122 symbols
sklearn/tree/tests/test_tree.py120 symbols
sklearn/preprocessing/tests/test_data.py120 symbols
sklearn/gaussian_process/kernels.py120 symbols
sklearn/linear_model/tests/test_sgd.py118 symbols

Dependencies from manifests, versioned

joblib1.4.0 · 1×
narwhals2.0.1 · 1×
numpy1.24.1 · 1×
scipy1.10.0 · 1×
threadpoolctl3.5.0 · 1×

For agents

$ claude mcp add scikit-learn \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact