List of all items
Structs
- core::RegressionOutput
- core::VifResult
- cross_validation::types::CVResult
- cross_validation::types::FoldResult
- cross_validation::types::KFoldOptions
- diagnostics::BreuschGodfreyResult
- diagnostics::CooksDistanceResult
- diagnostics::DfbetasResult
- diagnostics::DffitsResult
- diagnostics::DiagnosticTestResult
- diagnostics::DurbinWatsonResult
- diagnostics::RainbowSingleResult
- diagnostics::RainbowTestOutput
- diagnostics::VifDetail
- diagnostics::VifDiagnosticResult
- diagnostics::WhiteSingleResult
- diagnostics::WhiteTestOutput
- feature_importance::types::PermutationImportanceOptions
- feature_importance::types::PermutationImportanceOutput
- feature_importance::types::ShapOutput
- feature_importance::types::StandardizedCoefficientsOutput
- feature_importance::types::VifRankingOutput
- linalg::Matrix
- linalg::QRLinpack
- linalg::SVDResult
- loess::normalize::NormalizationInfo
- loess::types::LoessFit
- loess::types::LoessOptions
- loess::wls::WlsDecomposition
- polynomial::types::PolynomialFit
- polynomial::types::PolynomialOptions
- prediction_intervals::PredictionIntervalOutput
- regularized::elastic_net::ElasticNetFit
- regularized::elastic_net::ElasticNetOptions
- regularized::lasso::LassoFit
- regularized::lasso::LassoFitOptions
- regularized::path::LambdaPathOptions
- regularized::preprocess::StandardizationInfo
- regularized::preprocess::StandardizeOptions
- regularized::ridge::RidgeFit
- regularized::ridge::RidgeFitOptions
- serialization::types::ModelMetadata
- serialization::types::SerializedModel
- stats::FiveNumberSummary
- stats::ModeResult
- weighted_regression::wls::WlsFit
Enums
- diagnostics::BGTestType
- diagnostics::HarveyCollierMethod
- diagnostics::RainbowMethod
- diagnostics::ResetType
- diagnostics::WhiteMethod
- error::Error
- loess::types::LoessSurface
- serialization::types::ModelType
Traits
Macros
Functions
- core::aic
- core::aic_python
- core::bic
- core::bic_python
- core::calculate_vif
- core::compute_leverage
- core::f_p_value
- core::log_likelihood
- core::ols_regression
- core::t_critical_quantile
- core::two_tailed_p_value
- cross_validation::kfold::kfold_cv_elastic_net
- cross_validation::kfold::kfold_cv_lasso
- cross_validation::kfold::kfold_cv_ols
- cross_validation::kfold::kfold_cv_ridge
- cross_validation::metrics::compute_mae
- cross_validation::metrics::compute_mse
- cross_validation::metrics::compute_r_squared
- cross_validation::metrics::compute_rmse
- cross_validation::metrics::mean_std
- cross_validation::splits::create_kfold_splits
- cross_validation::splits::fisher_yates_shuffle
- diagnostics::anderson_darling_test
- diagnostics::anderson_darling_test_raw
- diagnostics::breusch_godfrey_test
- diagnostics::breusch_pagan_test
- diagnostics::cooks_distance_test
- diagnostics::dfbetas_test
- diagnostics::dffits_test
- diagnostics::durbin_watson_test
- diagnostics::f_p_value
- diagnostics::harvey_collier_test
- diagnostics::jarque_bera_test
- diagnostics::python_white_method
- diagnostics::r_white_method
- diagnostics::rainbow_test
- diagnostics::reset_test
- diagnostics::shapiro_wilk_test
- diagnostics::shapiro_wilk_test_raw
- diagnostics::two_tailed_p_value
- diagnostics::validate_regression_data
- diagnostics::vif_test
- diagnostics::white_test
- distributions::cephes_erf
- distributions::cephes_erfc
- distributions::cephes_erfce
- distributions::chi_squared_survival
- distributions::fisher_snedecor_cdf
- distributions::inc_beta
- distributions::inc_gamma_upper
- distributions::ln_gamma
- distributions::normal_cdf
- distributions::normal_cdf_cephes
- distributions::normal_inverse_cdf
- distributions::normal_sf_cephes
- distributions::student_t_cdf
- distributions::student_t_inverse_cdf
- error::error_json
- error::error_to_json
- feature_importance::permutation::permutation_importance_elastic_net
- feature_importance::permutation::permutation_importance_lasso
- feature_importance::permutation::permutation_importance_loess
- feature_importance::permutation::permutation_importance_ols
- feature_importance::permutation::permutation_importance_ols_named
- feature_importance::permutation::permutation_importance_ridge
- feature_importance::shap::shap_values_elastic_net
- feature_importance::shap::shap_values_lasso
- feature_importance::shap::shap_values_linear
- feature_importance::shap::shap_values_linear_named
- feature_importance::shap::shap_values_polynomial
- feature_importance::shap::shap_values_ridge
- feature_importance::standardized::standardized_coefficients
- feature_importance::standardized::standardized_coefficients_named
- feature_importance::vif::vif_importance_scores
- feature_importance::vif::vif_ranking
- linalg::fit_and_predict_linpack
- linalg::fit_ols_linpack
- linalg::vec_add
- linalg::vec_axpy_inplace
- linalg::vec_dot
- linalg::vec_l2_norm
- linalg::vec_max_abs
- linalg::vec_mean
- linalg::vec_scale
- linalg::vec_scale_inplace
- linalg::vec_sub
- loess::core::loess_fit
- loess::neighbors::compute_bandwidth
- loess::neighbors::compute_neighborhood_size
- loess::neighbors::euclidean_distance
- loess::neighbors::find_nearest_neighbors
- loess::normalize::denormalize
- loess::normalize::normalize_predictors
- loess::predict::fit_at_point
- loess::predict::fit_at_point_impl
- loess::robust::compute_biweight_weights
- loess::weights::tricube_weight
- loess::weights::tricube_weight_with_bounds
- loess::wls::equilibrate_columns
- loess::wls::weighted_least_squares
- loess::wls::weighted_least_squares_with_decomposition
- polynomial::features::compute_mean
- polynomial::features::compute_std
- polynomial::features::polynomial_feature_names
- polynomial::features::polynomial_features
- polynomial::fit::polynomial_regression
- polynomial::predict::predict
- polynomial::regularized::polynomial_elastic_net
- polynomial::regularized::polynomial_lasso
- polynomial::regularized::polynomial_ridge
- prediction_intervals::compute_from_fit
- prediction_intervals::elastic_net_prediction_intervals
- prediction_intervals::lasso_prediction_intervals
- prediction_intervals::prediction_intervals
- prediction_intervals::ridge_prediction_intervals
- regularized::elastic_net::elastic_net_fit
- regularized::elastic_net::elastic_net_path
- regularized::elastic_net::soft_threshold
- regularized::lasso::lasso_fit
- regularized::lasso::predict_lasso
- regularized::path::compute_lambda_max
- regularized::path::extract_lambdas
- regularized::path::make_lambda_path
- regularized::preprocess::predict
- regularized::preprocess::standardize_xy
- regularized::preprocess::unstandardize_coefficients
- regularized::ridge::predict_ridge
- regularized::ridge::ridge_fit
- serialization::json::iso_timestamp
- serialization::json::load_from_file
- serialization::json::save_to_file
- serialization::json::validate_format_version
- stats::correlation
- stats::five_number_summary
- stats::max
- stats::mean
- stats::median
- stats::min
- stats::mode
- stats::quantile
- stats::range
- stats::stddev
- stats::stddev_population
- stats::sum
- stats::variance
- stats::variance_population
- wasm::cross_validation::kfold_cv_elastic_net
- wasm::cross_validation::kfold_cv_lasso
- wasm::cross_validation::kfold_cv_ols
- wasm::cross_validation::kfold_cv_ridge
- wasm::csv::parse_csv
- wasm::diagnostics::anderson_darling_test
- wasm::diagnostics::breusch_godfrey_test
- wasm::diagnostics::breusch_pagan_test
- wasm::diagnostics::cooks_distance_test
- wasm::diagnostics::dfbetas_test
- wasm::diagnostics::dffits_test
- wasm::diagnostics::durbin_watson_test
- wasm::diagnostics::harvey_collier_test
- wasm::diagnostics::jarque_bera_test
- wasm::diagnostics::python_white_test
- wasm::diagnostics::r_white_test
- wasm::diagnostics::rainbow_test
- wasm::diagnostics::reset_test
- wasm::diagnostics::shapiro_wilk_test
- wasm::diagnostics::vif_test
- wasm::diagnostics::white_test
- wasm::domain::check_domain
- wasm::feature_importance::feature_importance_ols
- wasm::feature_importance::permutation_importance_elastic_net
- wasm::feature_importance::permutation_importance_lasso
- wasm::feature_importance::permutation_importance_loess
- wasm::feature_importance::permutation_importance_ols
- wasm::feature_importance::permutation_importance_ridge
- wasm::feature_importance::shap_values_elastic_net
- wasm::feature_importance::shap_values_lasso
- wasm::feature_importance::shap_values_linear
- wasm::feature_importance::shap_values_polynomial
- wasm::feature_importance::shap_values_ridge
- wasm::feature_importance::standardized_coefficients
- wasm::feature_importance::vif_ranking
- wasm::loess::loess_fit
- wasm::loess::loess_predict
- wasm::polynomial::polynomial_elastic_net_wasm
- wasm::polynomial::polynomial_lasso_wasm
- wasm::polynomial::polynomial_predict_wasm
- wasm::polynomial::polynomial_regression_wasm
- wasm::polynomial::polynomial_ridge_wasm
- wasm::prediction_intervals::elastic_net_prediction_intervals
- wasm::prediction_intervals::lasso_prediction_intervals
- wasm::prediction_intervals::ols_prediction_intervals
- wasm::prediction_intervals::ridge_prediction_intervals
- wasm::regression::ols_regression
- wasm::regression::wls_regression
- wasm::regularized::elastic_net_path_wasm
- wasm::regularized::elastic_net_regression
- wasm::regularized::lasso_regression
- wasm::regularized::make_lambda_path
- wasm::regularized::ridge_regression
- wasm::serialization::deserialize_model
- wasm::serialization::get_model_metadata
- wasm::serialization::serialize_model
- wasm::stats::get_normal_inverse
- wasm::stats::get_t_cdf
- wasm::stats::get_t_critical
- wasm::stats::stats_correlation
- wasm::stats::stats_five_number_summary
- wasm::stats::stats_max
- wasm::stats::stats_mean
- wasm::stats::stats_median
- wasm::stats::stats_min
- wasm::stats::stats_mode
- wasm::stats::stats_quantile
- wasm::stats::stats_range
- wasm::stats::stats_stddev
- wasm::stats::stats_variance
- wasm::tests::get_version
- wasm::tests::test
- wasm::tests::test_ci
- wasm::tests::test_housing_regression
- wasm::tests::test_r_accuracy
- wasm::tests::test_t_critical
- weighted_regression::wls::wls_regression