[−] List of all items
Structs
- algorithm::neighbour::cover_tree::CoverTree
- algorithm::neighbour::linear_search::LinearKNNSearch
- cluster::dbscan::DBSCAN
- cluster::dbscan::DBSCANParameters
- cluster::kmeans::KMeans
- cluster::kmeans::KMeansParameters
- dataset::Dataset
- decomposition::pca::PCA
- decomposition::pca::PCAParameters
- decomposition::svd::SVD
- decomposition::svd::SVDParameters
- ensemble::random_forest_classifier::RandomForestClassifier
- ensemble::random_forest_classifier::RandomForestClassifierParameters
- ensemble::random_forest_regressor::RandomForestRegressor
- ensemble::random_forest_regressor::RandomForestRegressorParameters
- error::Failed
- linalg::cholesky::Cholesky
- linalg::evd::EVD
- linalg::lu::LU
- linalg::naive::dense_matrix::DenseMatrix
- linalg::naive::dense_matrix::DenseMatrixIterator
- linalg::qr::QR
- linalg::svd::SVD
- linear::elastic_net::ElasticNet
- linear::elastic_net::ElasticNetParameters
- linear::lasso::Lasso
- linear::lasso::LassoParameters
- linear::linear_regression::LinearRegression
- linear::linear_regression::LinearRegressionParameters
- linear::logistic_regression::LogisticRegression
- linear::logistic_regression::LogisticRegressionParameters
- linear::ridge_regression::RidgeRegression
- linear::ridge_regression::RidgeRegressionParameters
- math::distance::Distances
- math::distance::euclidian::Euclidian
- math::distance::hamming::Hamming
- math::distance::mahalanobis::Mahalanobis
- math::distance::manhattan::Manhattan
- math::distance::minkowski::Minkowski
- metrics::ClassificationMetrics
- metrics::ClusterMetrics
- metrics::RegressionMetrics
- metrics::accuracy::Accuracy
- metrics::auc::AUC
- metrics::cluster_hcv::HCVScore
- 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::categorical::CategoricalNB
- naive_bayes::categorical::CategoricalNBParameters
- naive_bayes::gaussian::GaussianNB
- naive_bayes::gaussian::GaussianNBParameters
- naive_bayes::multinomial::MultinomialNB
- naive_bayes::multinomial::MultinomialNBParameters
- neighbors::knn_classifier::KNNClassifier
- neighbors::knn_classifier::KNNClassifierParameters
- neighbors::knn_regressor::KNNRegressor
- neighbors::knn_regressor::KNNRegressorParameters
- 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_regressor::DecisionTreeRegressor
- tree::decision_tree_regressor::DecisionTreeRegressorParameters
Enums
- algorithm::neighbour::KNNAlgorithmName
- error::FailedError
- linear::linear_regression::LinearRegressionSolverName
- linear::ridge_regression::RidgeRegressionSolverName
- neighbors::KNNWeightFunction
- tree::decision_tree_classifier::SplitCriterion
Traits
- api::Predictor
- api::SupervisedEstimator
- api::Transformer
- api::UnsupervisedEstimator
- linalg::BaseMatrix
- linalg::BaseVector
- linalg::Matrix
- linalg::cholesky::CholeskyDecomposableMatrix
- linalg::evd::EVDDecomposableMatrix
- linalg::high_order::HighOrderOperations
- linalg::lu::LUDecomposableMatrix
- linalg::qr::QRDecomposableMatrix
- linalg::stats::MatrixPreprocessing
- linalg::stats::MatrixStats
- linalg::svd::SVDDecomposableMatrix
- math::distance::Distance
- math::num::RealNumber
- model_selection::BaseKFold
- svm::Kernel
Functions
- dataset::boston::load_dataset
- dataset::breast_cancer::load_dataset
- dataset::diabetes::load_dataset
- dataset::digits::load_dataset
- dataset::generator::make_blobs
- dataset::generator::make_circles
- dataset::iris::load_dataset
- 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