List of all items
Structs
- cluster::kmeans::KMeans
- compose::column_transformer::ColumnTransformer
- compose::column_transformer::Table
- compose::output::Output
- decomposition::pca::PCA
- decomposition::truncated_svd::TruncatedSVD
- encoder::frequency::FrequencyEncoder
- encoder::label::LabelEncoder
- encoder::onehot::OneHotEncoder
- encoder::ordinal::OrdinalEncoder
- encoder::target::TargetEncoder
- function_transformer::FunctionTransformer
- imputer::knn::KnnImputer
- imputer::simple::SimpleImputer
- linear_model::lasso::Lasso
- linear_model::linear_regression::LinearRegression
- linear_model::logistic_regression::LogisticRegression
- linear_model::ridge::Ridge
- matrix::Matrix
- matrix::SparseMatrix
- matrix::StrMatrix
- model_selection::kfold::KFold
- model_selection::kfold::StratifiedKFold
- model_selection::split::TrainTestSplit
- pipeline::Pipeline
- pipeline::SupervisedPipeline
- polynomial::PolynomialFeatures
- scaler::binarizer::Binarizer
- scaler::kbins::KBinsDiscretizer
- scaler::maxabs::MaxAbsScaler
- scaler::minmax::MinMaxScaler
- scaler::normalizer::Normalizer
- scaler::power::PowerTransformer
- scaler::quantile::QuantileTransformer
- scaler::robust::RobustScaler
- scaler::standard::StandardScaler
- selection::select_k_best::SelectKBest
- selection::variance_threshold::VarianceThreshold
Enums
- categorical_kind::CategoricalTransformerKind
- cluster::kmeans::KMeansInit
- compose::column_transformer::ColumnSpec
- compose::column_transformer::Remainder
- decomposition::pca::PCAComponents
- decomposition::pca::PCASolver
- decomposition::truncated_svd::SVDComponents
- encoder::frequency::UnknownFrequency
- encoder::label::LabelHandleUnknown
- encoder::onehot::DropStrategy
- encoder::onehot::HandleUnknown
- encoder::onehot::OneHotOutput
- encoder::ordinal::OrdinalCategories
- encoder::ordinal::OrdinalHandleUnknown
- encoder::target::UnknownTarget
- error::DatarustError
- imputer::knn::KnnWeights
- imputer::simple::ImputeStrategy
- linear_model::linear_regression::LinearSolver
- linear_model::logistic_regression::LogisticSolver
- linear_model::ridge::RidgeSolver
- scaler::kbins::BinStrategy
- scaler::kbins::KBinsEncode
- scaler::normalizer::Norm
- scaler::power::PowerMethod
- scaler::quantile::OutputDistribution
- selection::select_k_best::ScoreFunc
- target_kind::TargetTransformerKind
- traits::ParamValue
- transformer_kind::TransformerKind
Traits
- traits::CategoricalTransformer
- traits::Classifier
- traits::Clusterer
- traits::Estimator
- traits::FeatureNames
- traits::LabelTransformer
- traits::Params
- traits::PredictProba
- traits::Predictor
- traits::Regressor
- traits::TargetTransformer
- traits::Transformer
Functions
- cluster::metrics::silhouette_score
- decomposition::jacobi::covariance
- decomposition::jacobi::eigh
- metrics::classification::accuracy_score
- metrics::classification::average_precision_score
- metrics::classification::cohen_kappa_score
- metrics::classification::confusion_matrix
- metrics::classification::f1_score
- metrics::classification::log_loss
- metrics::classification::matthews_corrcoef
- metrics::classification::precision_score
- metrics::classification::recall_score
- metrics::classification::roc_auc_score
- metrics::regression::explained_variance_score
- metrics::regression::max_error
- metrics::regression::mean_absolute_error
- metrics::regression::mean_squared_error
- metrics::regression::r2_score
- model_selection::cross_val::cross_val_score
- model_selection::split::train_test_split
- serialize::from_json
- serialize::load_json
- serialize::save_json
- serialize::to_json
- stats::column_max
- stats::column_mean
- stats::column_mean_flat
- stats::column_mean_var
- stats::column_mean_var_flat
- stats::column_min
- stats::column_min_max
- stats::column_min_max_flat
- stats::column_quantiles_many
- stats::column_quantiles_many_flat
- stats::column_std
- stats::column_sum
- stats::column_variance
- stats::correlation_matrix
- stats::covariance_matrix
- stats::max
- stats::mean
- stats::median
- stats::median_column
- stats::median_sorted
- stats::min
- stats::mode
- stats::mode_column
- stats::quantile
- stats::quantile_column
- stats::std
- stats::sum
- stats::variance
- traits::default_input_names