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Functions400 in github.com/cmccomb/rust-automl

⨍ Functions 400◇ Types & classes 80

↓ 1 callersMethodfit_standardize_step

( &mut self, mut data: InputArray, params: StandardizeParams, )

src/model/preprocessing.rs:196

↓ 1 callersMethodfit_step

( &mut self, data: InputArray, step: &PreprocessingStep, )

src/model/preprocessing.rs:117

↓ 1 callersMethodfit_svd_step

(&mut self, data: &InputArray, n: usize)

src/model/preprocessing.rs:186

↓ 1 callersFunctionload_feature_rows

tests/fixtures/breast_cancer_dataset.rs:10

↓ 1 callersFunctionload_feature_rows

tests/fixtures/diabetes_dataset.rs:10

↓ 1 callersFunctionmost_frequent

(values: &[INPUT])

src/model/preprocessing.rs:578

↓ 1 callersFunctionobjective_from_str

src/settings/regression_settings.rs:411

↓ 1 callersFunctionobjective_to_str

(objective: &Objective)

src/settings/regression_settings.rs:405

↓ 1 callersMethodoutput_width

src/model/preprocessing.rs:1304

↓ 1 callersFunctionparse_feature_row

(record: &StringRecord, row_idx: usize)

src/utils/io.rs:149

↓ 1 callersFunctionparse_label

tests/fixtures/breast_cancer_dataset.rs:36

↓ 1 callersFunctionparse_labeled_row

( record: &StringRecord, row_idx: usize, target_col: usize, )

src/utils/io.rs:164

↓ 1 callersMethodpredict_vec

(&self, x: &InputArray)

src/algorithms/classification.rs:377

↓ 1 callersFunctionprepare_bernoulli_dense_matrix

( x: &InputArray, threshold: Option<INPUT>, )

src/algorithms/classification.rs:150

↓ 1 callersMethodpush_step

Mutably push a new step to the end of the pipeline.

src/settings/preprocessing.rs:358

↓ 1 callersMethodrecord_trained_model

(&mut self, trained_model: ComparisonEntry<A>)

src/model/supervised.rs:193

↓ 1 callersMethodsort

src/model/supervised.rs:198

↓ 1 callersMethodsteps

src/settings/preprocessing.rs:345

↓ 1 callersMethodsupervised

src/settings/regression_settings.rs:308

↓ 1 callersFunctiontest_from_settings

(settings: ClassificationSettings)

tests/classification.rs:116

↓ 1 callersMethodwith_algorithms

(mut self, algorithms: Vec<ClusteringAlgorithmName>)

src/settings/clustering_settings.rs:96

↓ 1 callersMethodwith_epoch

(mut self, epoch: usize)

src/settings/svc_parameters.rs:21

↓ 1 callersMethodwith_gaussian_nb_settings

(mut self, settings: GaussianNBParameters)

src/settings/classification_settings.rs:100

↓ 1 callersMethodwithout_extra_trees_settings

src/settings/regression_settings.rs:172

↓ 1 callersMethodwithout_svr_settings

src/settings/regression_settings.rs:179

(mut self, step: PreprocessingStep)

src/settings/common.rs:310

(mut self, step: PreprocessingStep)

src/settings/preprocessing.rs:352

(self, step: PreprocessingStep)

src/settings/classification_settings.rs:175

(self, step: PreprocessingStep)

src/settings/regression_settings.rs:248

Functionagglomerative_clustering_runs

tests/clustering.rs:38

Functionalgorithm_from_name

( name: &str, )

src/settings/regression_settings.rs:372

Methodall_algorithms

(settings: &ClusteringSettings)

src/algorithms/clustering.rs:70

Methodall_algorithms

(settings: &ClassificationSettings)

src/algorithms/classification.rs:1074

Methodall_algorithms

Get a vector of all possible algorithms

src/algorithms/regression.rs:915

Functionall_algorithms_contains_linear

tests/algorithms.rs:14

Functionall_algorithms_includes_knn_for_supported_distances

tests/algorithms.rs:20

Functionall_algorithms_skips_knn_for_mahalanobis

tests/algorithms.rs:35

Methodapply_stateless

( step: &PreprocessingStep, data: InputArray, )

src/model/preprocessing.rs:256

Methodapply_step

( step: &TrainedStep<INPUT, InputArray>, data: InputArray, )

src/model/preprocessing.rs:150

Functionbernoulli_nb_algorithm_available_when_enabled

tests/classification.rs:92

Functionbernoulli_nb_binarizes_with_threshold

tests/classification.rs:184

Functionbernoulli_nb_rejects_non_binary_without_threshold

tests/classification.rs:200

Functionbernoulli_nb_requires_settings

src/algorithms/classification.rs:1341

Functionbernoulli_nb_trains_on_binary_features

tests/classification.rs:164

src/algorithms/classification.rs:485

Methodbox_cox_entry

( data: &InputArray, column: usize, lambda: f64, )

src/model/preprocessing.rs:1452

Methodboxed_params

( &self, kernel: Box<dyn smartcore::svm::Kernel>, )

src/algorithms/classification.rs:291

Methodboxed_params_from_template

src/algorithms/classification.rs:308

Functionbreast_cancer_dataset_has_expected_shape

tests/real_world_datasets.rs:11

Functioncategorical_encoding_handles_one_hot_and_ordinal

tests/preprocessing.rs:69

Functioncategorical_nb_algorithm_available_when_enabled

tests/classification.rs:66

Functioncategorical_nb_rejects_fractional_features

src/algorithms/classification.rs:1391

Functioncategorical_nb_requires_settings

src/algorithms/classification.rs:1358

Functioncategorical_nb_trains_on_integer_features

src/algorithms/classification.rs:1411

Functionclassification_builder_delegates

tests/supervised_settings.rs:5

Functionclassification_builder_methods_chain

tests/settings_display.rs:27

Functionclassification_metric_not_set_returns_error

tests/settings_error.rs:5

Functionclassification_metric_unsupported_returns_error

tests/settings_error.rs:12

Functionclassification_pca_preprocessing_predicts

tests/classification.rs:221

Functionclustering_metrics_compute

tests/clustering.rs:62

Functionclustering_model_display_clears_metrics_after_retraining

tests/clustering.rs:149

Functionclustering_model_display_shows_baseline_without_ground_truth

tests/clustering.rs:132

Functionclustering_model_display_shows_configured_algorithm_when_untrained

tests/clustering.rs:116

Functionclustering_model_display_shows_metrics

tests/clustering.rs:76

Functionclustering_model_display_shows_metrics_for_fixture_csv

tests/clustering.rs:99

Functioncolumn_filter_drops_unwanted_features

tests/preprocessing.rs:126

Methodcolumn_std

( data: &InputArray, column: usize, rows: usize, center: INPUT, )

src/model/preprocessing.rs:373

Methodcompute_fill_value

( data: &InputArray, column: usize, strategy: ImputeStrategy, )

src/model/preprocessing.rs:1014

Functionconvert_bernoulli_parameters

( params: &BernoulliNBParameters<f64>, )

src/algorithms/classification.rs:223

Functionconvert_f64_to_input

src/model/preprocessing.rs:562

Functionconvert_input_predictions_to_output_array

( predictions: Vec<INPUT>, )

src/algorithms/regression.rs:225

Functionconvert_input_predictions_to_output_vec

( predictions: Vec<INPUT>, )

src/algorithms/regression.rs:237

Functionconvert_input_value_to_output

src/algorithms/regression.rs:251

Functionconvert_nonnegative_scalar

(value: f32, name: &str)

src/algorithms/regression.rs:133

Functionconvert_output_value_to_input

(value: OUTPUT)

src/algorithms/regression.rs:198

Functionconvert_positive_scalar

(value: f32, name: &str)

src/algorithms/classification.rs:391

Functionconvert_positive_scalar

(value: f32, name: &str)

src/algorithms/regression.rs:158

Methodconvert_size

src/model/preprocessing.rs:462

Functionconvert_svc_prediction

src/algorithms/classification.rs:416

Functionconvert_targets_to_input

( targets: &OutputArray, )

src/algorithms/regression.rs:183

Functionconvert_to_categorical_dense_matrix

( x: &InputArray, )

src/algorithms/classification.rs:128

Functionconvert_to_multinomial_dense_matrix

( x: &InputArray, )

src/algorithms/classification.rs:139

Functionconvert_usize_to_input

src/model/preprocessing.rs:571

Methodcross_validate_model

( self, x: &Self::InputArray, y: &Self::OutputArray, settings: &Classification

src/algorithms/classification.rs:1167

Methodcross_validate_with

( self, estimator: E, params: P, x: &InputArray, y: &OutputArray,

src/algorithms/supervised_train.rs:51

Functiondbscan_clustering_runs

tests/clustering.rs:50

Functiondebug_option_formats_complex_value

tests/display.rs:44

Functiondebug_option_formats_none

tests/display.rs:56

Functiondebug_option_formats_value

tests/display.rs:32

src/model/preprocessing.rs:55

src/settings/svr_parameters.rs:49

src/settings/common.rs:16

src/settings/svc_parameters.rs:49

src/settings/preprocessing.rs:33

src/settings/classification_settings.rs:39

src/settings/clustering_settings.rs:42

src/settings/regression_settings.rs:76

src/settings/knn_parameters.rs:97

src/algorithms/classification.rs:1262

src/algorithms/regression.rs:1124

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