List of all items
Structs
- anomaly::IsolationForest
- calibration::CalibratedClassifierCV
- calibration::IsotonicRegression
- calibration::PlattScaling
- cluster::AgglomerativeClustering
- cluster::Dbscan
- cluster::Hdbscan
- cluster::KMeans
- cluster::MergeStep
- cluster::MiniBatchKMeans
- dataset::ColumnStats
- dataset::Dataset
- ensemble::StackingClassifier
- ensemble::VotingClassifier
- explain::PermutationImportance
- feature_selection::SelectKBest
- feature_selection::VarianceThreshold
- linear::ElasticNet
- linear::LassoRegression
- linear::LinearRegression
- linear::LogisticRegression
- linear::Ridge
- metrics::ClassMetrics
- metrics::ClassificationReport
- metrics::ConfusionMatrix
- metrics::PrCurve
- metrics::RocCurve
- naive_bayes::BernoulliNB
- naive_bayes::GaussianNb
- naive_bayes::MultinomialNB
- neighbors::KnnClassifier
- neighbors::KnnRegressor
- neighbors::kdtree::KdTree
- neural::callback::EpochMetrics
- neural::callback::TrainingHistory
- neural::classifier::MLPClassifier
- neural::dropout::DropoutLayer
- neural::regressor::MLPRegressor
- pipeline::Pipeline
- prelude::DenseMatrix
- preprocess::ColumnTransformer
- preprocess::LabelEncoder
- preprocess::MinMaxScaler
- preprocess::Normalizer
- preprocess::OneHotEncoder
- preprocess::Pca
- preprocess::PolynomialFeatures
- preprocess::RobustScaler
- preprocess::SimpleImputer
- preprocess::StandardScaler
- search::BayesSearchCV
- search::CvResult
- search::GridSearchCV
- search::RandomizedSearchCV
- sparse::CscMatrix
- sparse::CsrMatrix
- sparse::SparseCol
- sparse::SparseRow
- split::RepeatedKFold
- svm::linear::LinearSVC
- svm::linear::LinearSVR
- text::count::CountVectorizer
- text::tfidf::TfidfVectorizer
- tree::DecisionTreeClassifier
- tree::DecisionTreeRegressor
- tree::FeatureBinner
- tree::GradientBoostingClassifier
- tree::GradientBoostingRegressor
- tree::HistGradientBoostingClassifier
- tree::HistGradientBoostingRegressor
- tree::RandomForestClassifier
- tree::RandomForestRegressor
Enums
- calibration::CalibrationMethod
- cluster::Linkage
- ensemble::Voting
- error::ScryLearnError
- feature_selection::ScoreFn
- linear::Penalty
- linear::Solver
- metrics::Average
- neighbors::Algorithm
- neighbors::DistanceMetric
- neighbors::WeightFunction
- neural::LearningRateSchedule
- neural::OptimizerKind
- neural::activation::Activation
- neural::callback::CallbackAction
- preprocess::DropStrategy
- preprocess::Norm
- preprocess::Strategy
- preprocess::UnknownStrategy
- search::ParamDistribution
- search::ParamValue
- text::tfidf::TfidfNorm
- tree::HistNodeView
- tree::MaxFeatures
- tree::RegressionLoss
- tree::SplitCriterion
- tree::TreeNode
- weights::ClassWeight
Traits
- calibration::CalibrableClassifier
- neural::callback::TrainingCallback
- neural::traits::Layer
- partial_fit::PartialFit
- pipeline::PipelineModel
- preprocess::Transformer
- search::Tunable
Functions
- cluster::silhouette_samples
- cluster::silhouette_score
- explain::ensemble_tree_shap
- explain::permutation_importance
- explain::tree_shap
- feature_selection::f_classif
- metrics::accuracy
- metrics::adjusted_rand_index
- metrics::balanced_accuracy
- metrics::calinski_harabasz_score
- metrics::classification_report
- metrics::cohen_kappa_score
- metrics::confusion_matrix
- metrics::davies_bouldin_score
- metrics::explained_variance_score
- metrics::f1_score
- metrics::log_loss
- metrics::mean_absolute_error
- metrics::mean_absolute_percentage_error
- metrics::mean_squared_error
- metrics::pr_curve
- metrics::precision
- metrics::r2_score
- metrics::recall
- metrics::roc_auc_score
- metrics::roc_curve
- metrics::root_mean_squared_error
- split::cross_val_predict
- split::cross_val_score
- split::cross_val_score_stratified
- split::group_k_fold
- split::k_fold
- split::repeated_cross_val_score
- split::stratified_k_fold
- split::stratified_split
- split::time_series_split
- split::train_test_split
- text::sparse_to_dataset
- text::tokenizer::default_tokenize
- text::tokenizer::ngrams
- weights::compute_sample_weights