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480 symbols 1,149 edges 63 files 55 documented · 11%

What it actually does AI analysis from the code graph — generated when you open this

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Extension points exported contracts — how you extend this code

Algorithm (Interface)

Trait representing a supervised learning algorithm. [2 implementers]

src/model/supervised.rs

WithSupervisedSettings (Interface)

Trait exposing builders that delegate to [`SupervisedSettings`]. [2 implementers]

src/settings/common.rs

SupervisedTrain (Interface)

Trait encapsulating shared training logic for supervised algorithms. [2 implementers]

src/algorithms/supervised_train.rs

SupervisedLearningSettings (Interface)

Accessor for common supervised settings. [2 implementers]

src/model/supervised.rs

Core symbols most depended-on inside this repo

predict

called by 26

src/model/clustering.rs

add_step

called by 24

src/settings/common.rs

get_kfolds

called by 23

src/settings/common.rs

train

called by 22

src/model/clustering.rs

with_k

called by 19

src/settings/knn_parameters.rs

is_empty

called by 15

src/settings/preprocessing.rs

fit

called by 14

src/algorithms/clustering.rs

with_number_of_folds

called by 11

src/settings/common.rs

Shape

Method 233

Function 167

Class 49

Enum 27

Interface 4

Languages

Rust100%

Modules by API surface

src/model/preprocessing.rs58 symbols

src/algorithms/classification.rs47 symbols

src/algorithms/regression.rs36 symbols

src/settings/regression_settings.rs33 symbols

src/settings/preprocessing.rs29 symbols

src/settings/common.rs27 symbols

src/settings/classification_settings.rs25 symbols

tests/classification.rs18 symbols

tests/regression.rs14 symbols

src/utils/io.rs12 symbols

src/settings/clustering_settings.rs12 symbols

src/model/clustering.rs12 symbols

For agents

$ claude mcp add rust-automl \
  -- python -m otcore.mcp_server <graph>

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