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480 symbols 1,149 edges 63 files 55 documented · 11% ● updated 9mo ago★ 381 open issues

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⨍ Functions 400◇ Types & classes 80

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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

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Core symbols most depended-on inside this repo

↓ 3 filesload_csv_features

Load a CSV file and return its feature matrix. # Arguments `path` - Path to the CSV file. # Errors Returns an error if the file …

src/utils/io.rs

↓ 2 filesWithSupervisedSettings

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

src/settings/common.rs

↓ 2 filesAlgorithm

Trait representing a supervised learning algorithm.

src/model/supervised.rs

↓ 2 filesSupervisedTrain

Trait encapsulating shared training logic for supervised algorithms.

src/algorithms/supervised_train.rs

↓ 2 filespolynomial_features

Generate polynomial features up to a given order. # Arguments `x` - Input feature matrix. `order` - Highest polynomial order to …

src/utils/features.rs

↓ 2 filesinteraction_features

Generate pairwise interaction features by multiplying each combination of columns. # Arguments `x` - Input feature matrix. # …

src/utils/features.rs

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Method 233

Function 167

Class 49

Enum 27

Interface 4

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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

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

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github.com/cmccomb/rust-automl @main

Extension points exported contracts — how you extend this code

Core symbols most depended-on inside this repo

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