List of all items
Structs
- algorithm::neighbour::cover_tree::CoverTree
- algorithm::neighbour::fastpair::FastPair
- algorithm::neighbour::linear_search::LinearKNNSearch
- cluster::dbscan::DBSCAN
- cluster::dbscan::DBSCANParameters
- cluster::dbscan::DBSCANSearchParameters
- cluster::dbscan::DBSCANSearchParametersIterator
- cluster::kmeans::KMeans
- cluster::kmeans::KMeansParameters
- cluster::kmeans::KMeansSearchParameters
- cluster::kmeans::KMeansSearchParametersIterator
- decomposition::pca::PCA
- decomposition::pca::PCAParameters
- decomposition::pca::PCASearchParameters
- decomposition::pca::PCASearchParametersIterator
- decomposition::svd::SVD
- decomposition::svd::SVDParameters
- decomposition::svd::SVDSearchParameters
- decomposition::svd::SVDSearchParametersIterator
- ensemble::random_forest_classifier::RandomForestClassifier
- ensemble::random_forest_classifier::RandomForestClassifierParameters
- ensemble::random_forest_classifier::RandomForestClassifierSearchParameters
- ensemble::random_forest_classifier::RandomForestClassifierSearchParametersIterator
- ensemble::random_forest_regressor::RandomForestRegressor
- ensemble::random_forest_regressor::RandomForestRegressorParameters
- ensemble::random_forest_regressor::RandomForestRegressorSearchParameters
- ensemble::random_forest_regressor::RandomForestRegressorSearchParametersIterator
- error::Failed
- linalg::basic::matrix::DenseMatrix
- linalg::basic::matrix::DenseMatrixMutView
- linalg::basic::matrix::DenseMatrixView
- linalg::basic::vector::VecMutView
- linalg::basic::vector::VecView
- linalg::traits::cholesky::Cholesky
- linalg::traits::evd::EVD
- linalg::traits::lu::LU
- linalg::traits::qr::QR
- linalg::traits::svd::SVD
- linear::elastic_net::ElasticNet
- linear::elastic_net::ElasticNetParameters
- linear::elastic_net::ElasticNetSearchParameters
- linear::elastic_net::ElasticNetSearchParametersIterator
- linear::lasso::Lasso
- linear::lasso::LassoParameters
- linear::lasso::LassoSearchParameters
- linear::lasso::LassoSearchParametersIterator
- linear::lasso_optimizer::InteriorPointOptimizer
- linear::linear_regression::LinearRegression
- linear::linear_regression::LinearRegressionParameters
- linear::linear_regression::LinearRegressionSearchParameters
- linear::linear_regression::LinearRegressionSearchParametersIterator
- linear::logistic_regression::LogisticRegression
- linear::logistic_regression::LogisticRegressionParameters
- linear::logistic_regression::LogisticRegressionSearchParameters
- linear::logistic_regression::LogisticRegressionSearchParametersIterator
- linear::ridge_regression::RidgeRegression
- linear::ridge_regression::RidgeRegressionParameters
- linear::ridge_regression::RidgeRegressionSearchParameters
- linear::ridge_regression::RidgeRegressionSearchParametersIterator
- metrics::ClassificationMetrics
- metrics::ClassificationMetricsOrd
- metrics::ClusterMetrics
- metrics::RegressionMetrics
- metrics::accuracy::Accuracy
- metrics::auc::AUC
- metrics::cluster_hcv::HCVScore
- metrics::distance::Distances
- metrics::distance::PairwiseDistance
- metrics::distance::euclidian::Euclidian
- metrics::distance::hamming::Hamming
- metrics::distance::mahalanobis::Mahalanobis
- metrics::distance::manhattan::Manhattan
- metrics::distance::minkowski::Minkowski
- metrics::f1::F1
- metrics::mean_absolute_error::MeanAbsoluteError
- metrics::mean_squared_error::MeanSquareError
- metrics::precision::Precision
- metrics::r2::R2
- metrics::recall::Recall
- model_selection::CrossValidationResult
- model_selection::KFold
- model_selection::KFoldIter
- naive_bayes::bernoulli::BernoulliNB
- naive_bayes::bernoulli::BernoulliNBParameters
- naive_bayes::bernoulli::BernoulliNBSearchParameters
- naive_bayes::bernoulli::BernoulliNBSearchParametersIterator
- naive_bayes::categorical::CategoricalNB
- naive_bayes::categorical::CategoricalNBParameters
- naive_bayes::categorical::CategoricalNBSearchParameters
- naive_bayes::categorical::CategoricalNBSearchParametersIterator
- naive_bayes::gaussian::GaussianNB
- naive_bayes::gaussian::GaussianNBParameters
- naive_bayes::gaussian::GaussianNBSearchParameters
- naive_bayes::gaussian::GaussianNBSearchParametersIterator
- naive_bayes::multinomial::MultinomialNB
- naive_bayes::multinomial::MultinomialNBParameters
- naive_bayes::multinomial::MultinomialNBSearchParameters
- naive_bayes::multinomial::MultinomialNBSearchParametersIterator
- neighbors::knn_classifier::KNNClassifier
- neighbors::knn_classifier::KNNClassifierParameters
- neighbors::knn_regressor::KNNRegressor
- neighbors::knn_regressor::KNNRegressorParameters
- optimization::first_order::OptimizerResult
- optimization::first_order::gradient_descent::GradientDescent
- optimization::first_order::lbfgs::LBFGS
- optimization::line_search::Backtracking
- optimization::line_search::LineSearchResult
- preprocessing::categorical::OneHotEncoder
- preprocessing::categorical::OneHotEncoderParams
- preprocessing::numerical::StandardScaler
- preprocessing::numerical::StandardScalerParameters
- preprocessing::series_encoder::CategoryMapper
- svm::Kernels
- svm::LinearKernel
- svm::PolynomialKernel
- svm::RBFKernel
- svm::SigmoidKernel
- svm::svc::SVC
- svm::svc::SVCParameters
- svm::svr::SVR
- svm::svr::SVRParameters
- tree::decision_tree_classifier::DecisionTreeClassifier
- tree::decision_tree_classifier::DecisionTreeClassifierParameters
- tree::decision_tree_classifier::DecisionTreeClassifierSearchParameters
- tree::decision_tree_classifier::DecisionTreeClassifierSearchParametersIterator
- tree::decision_tree_regressor::DecisionTreeRegressor
- tree::decision_tree_regressor::DecisionTreeRegressorParameters
- tree::decision_tree_regressor::DecisionTreeRegressorSearchParameters
- tree::decision_tree_regressor::DecisionTreeRegressorSearchParametersIterator
Enums
- algorithm::neighbour::KNNAlgorithmName
- error::FailedError
- linear::linear_regression::LinearRegressionSolverName
- linear::logistic_regression::LogisticRegressionSolverName
- linear::ridge_regression::RidgeRegressionSolverName
- neighbors::KNNWeightFunction
- optimization::FunctionOrder
- tree::decision_tree_classifier::SplitCriterion
Traits
- api::NoParameters
- api::Predictor
- api::PredictorBorrow
- api::SupervisedEstimator
- api::SupervisedEstimatorBorrow
- api::Transformer
- api::UnsupervisedEstimator
- linalg::basic::arrays::Array
- linalg::basic::arrays::Array1
- linalg::basic::arrays::Array2
- linalg::basic::arrays::ArrayView1
- linalg::basic::arrays::ArrayView2
- linalg::basic::arrays::MutArray
- linalg::basic::arrays::MutArrayView1
- linalg::basic::arrays::MutArrayView2
- linalg::traits::cholesky::CholeskyDecomposable
- linalg::traits::evd::EVDDecomposable
- linalg::traits::high_order::HighOrderOperations
- linalg::traits::lu::LUDecomposable
- linalg::traits::qr::QRDecomposable
- linalg::traits::stats::MatrixPreprocessing
- linalg::traits::stats::MatrixStats
- linalg::traits::svd::SVDDecomposable
- linear::bg_solver::BiconjugateGradientSolver
- metrics::Metrics
- metrics::distance::Distance
- model_selection::BaseKFold
- numbers::basenum::Number
- numbers::floatnum::FloatNumber
- numbers::realnum::RealNumber
- optimization::first_order::FirstOrderOptimizer
- optimization::line_search::LineSearchMethod
- svm::Kernel
Functions
- metrics::accuracy
- metrics::completeness_score
- metrics::f1
- metrics::homogeneity_score
- metrics::mean_absolute_error
- metrics::mean_squared_error
- metrics::precision
- metrics::r2
- metrics::recall
- metrics::roc_auc_score
- metrics::v_measure_score
- model_selection::cross_val_predict
- model_selection::cross_validate
- model_selection::train_test_split
- preprocessing::series_encoder::make_one_hot