Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | Z _ __eq__() (metalog_jax.base.core.MetalogBase method) (metalog_jax.metalog.Metalog method) (metalog_jax.metalog.SPTMetalog method) __init__() (metalog_jax.base.core.MetalogBase method) (metalog_jax.base.data.MetalogBaseData method) (metalog_jax.base.data.MetalogInputData method) (metalog_jax.base.parameters.MetalogParameters method) (metalog_jax.base.parameters.MetalogParametersBase method) (metalog_jax.base.parameters.MetalogRandomVariableParameters method) (metalog_jax.base.parameters.SPTMetalogParameters method) (metalog_jax.feasibility.a_star.FeasibleFitResult method) (metalog_jax.feasibility.a_star.FeasibleModel method) (metalog_jax.feasibility.analysis.FeasibilityReport method) (metalog_jax.feasibility.engine.Engine method) (metalog_jax.metalog.GridResult method) (metalog_jax.metalog.Metalog method) (metalog_jax.metalog.SPTMetalog method) (metalog_jax.regression.base.RegressionModel method) (metalog_jax.regression.base.RegularizedParameters method) (metalog_jax.regression.lasso.LassoModel method) (metalog_jax.regression.lasso.LassoParameters method) (metalog_jax.regression.ols.OLSModel method) (metalog_jax.utils.HDRPRNGParameters method) (metalog_jax.utils.JaxUniformDistributionParameters method) __post_init__() (metalog_jax.base.core.MetalogBase method) (metalog_jax.base.data.MetalogInputData method) (metalog_jax.base.parameters.MetalogRandomVariableParameters method) __repr__() (metalog_jax.base.core.MetalogBase method) (metalog_jax.metalog.Metalog method) (metalog_jax.metalog.SPTMetalog method) __str__() (metalog_jax.base.core.MetalogBase method) A a (metalog_jax.metalog.Metalog attribute) (metalog_jax.metalog.SPTMetalog attribute) assert_condition() (in module metalog_jax.utils) assert_fit_valid() (metalog_jax.base.core.MetalogBase static method) assert_fitted() (metalog_jax.base.core.MetalogBase method) assert_float_array() (in module metalog_jax.utils) assert_full_column_rank() (in module metalog_jax.regression.base) assert_numeric_array() (in module metalog_jax.utils) assert_probability_range() (in module metalog_jax.utils) assert_strictly_ascending() (in module metalog_jax.utils) B best_feasible_fit() (in module metalog_jax.feasibility.a_star) bounded_quantile_transform() (metalog_jax.base.core.MetalogBase static method) boundedness (metalog_jax.base.core.MetalogBase property) C cdf() (metalog_jax.base.core.MetalogBase method) check_feasibility() (in module metalog_jax.feasibility.analysis) CustomIntEnum (class in metalog_jax.base.enums) D d() (metalog_jax.base.core.MetalogBase method) delta_term() (metalog_jax.base.core.MetalogBase static method) design_matrix() (in module metalog_jax.feasibility.a_star) dumps() (metalog_jax.base.core.MetalogBase method) E Engine (class in metalog_jax.feasibility.engine) extract_best_from_grid() (in module metalog_jax.grid_search) extract_metalog() (in module metalog_jax.grid_search) F feasibility_function() (in module metalog_jax.feasibility.analysis) FeasibilityReport (class in metalog_jax.feasibility.analysis) feasible (metalog_jax.metalog.GridResult attribute) FeasibleFitResult (class in metalog_jax.feasibility.a_star) FeasibleModel (class in metalog_jax.feasibility.a_star) find_best_config() (in module metalog_jax.grid_search) find_nearest_index() (in module metalog_jax.utils) fit() (in module metalog_jax.metalog) fit_feasible() (in module metalog_jax.feasibility.a_star) fit_grid() (in module metalog_jax.grid_search) fit_grid_datasets() (in module metalog_jax.grid_search) fit_grid_datasets_hyperparams() (in module metalog_jax.grid_search) fit_grid_datasets_num_terms() (in module metalog_jax.grid_search) fit_grid_full() (in module metalog_jax.grid_search) fit_grid_hyperparams() (in module metalog_jax.grid_search) fit_grid_num_terms() (in module metalog_jax.grid_search) fit_lasso() (in module metalog_jax.regression.lasso) fit_ordinary_least_squares() (in module metalog_jax.regression.ols) fit_spt_metalog() (in module metalog_jax.metalog) format_block() (in module metalog_jax.base.display) format_latex() (in module metalog_jax.base.display) format_line() (in module metalog_jax.base.display) from_dict() (metalog_jax.base.parameters.MetalogParameters class method) (metalog_jax.base.parameters.SPTMetalogParameters class method) from_value() (metalog_jax.base.enums.CustomIntEnum class method) from_values() (metalog_jax.base.data.MetalogInputData class method) G get_engine() (in module metalog_jax.feasibility.engine) get_quantiles() (metalog_jax.base.core.MetalogBase static method) get_target() (metalog_jax.base.core.MetalogBase static method) GridResult (class in metalog_jax.metalog) H has_full_column_rank() (in module metalog_jax.regression.base) hdrprng() (in module metalog_jax.utils) HDRPRNGParameters (class in metalog_jax.utils) highest_mode() (in module metalog_jax.feasibility.analysis) I inflection_points() (in module metalog_jax.feasibility.engine) InvalidPDFError inverse_quantile_transform() (metalog_jax.base.core.MetalogBase static method) is_feasible() (in module metalog_jax.feasibility.analysis) isf() (metalog_jax.base.core.MetalogBase method) J JaxUniformDistributionParameters (class in metalog_jax.utils) K ks_dist (metalog_jax.metalog.GridResult attribute) ks_distance() (in module metalog_jax.utils) kurtosis (metalog_jax.base.core.MetalogBase property) L lam (metalog_jax.regression.lasso.LassoParameters attribute) LassoModel (class in metalog_jax.regression.lasso) LassoParameters (class in metalog_jax.regression.lasso) learning_rate (metalog_jax.regression.lasso.LassoParameters attribute) level() (metalog_jax.feasibility.engine.Engine method) level_sign() (metalog_jax.feasibility.engine.Engine method) load() (metalog_jax.base.core.MetalogBase class method) loads() (metalog_jax.base.core.MetalogBase class method) log_term() (metalog_jax.base.core.MetalogBase static method) logpdf() (metalog_jax.base.core.MetalogBase method) logppf() (metalog_jax.base.core.MetalogBase method) logsf() (metalog_jax.base.core.MetalogBase method) lower_bound (metalog_jax.base.core.MetalogBase property) M make_batch() (in module metalog_jax.grid_search) mean (metalog_jax.base.core.MetalogBase property) mean_and_variance() (in module metalog_jax.feasibility.analysis) median (metalog_jax.base.core.MetalogBase property) Metalog (class in metalog_jax.metalog) metalog (metalog_jax.metalog.GridResult attribute) metalog_jax module metalog_jax.base.core module metalog_jax.base.data module metalog_jax.base.display module metalog_jax.base.enums module metalog_jax.base.parameters module metalog_jax.feasibility module metalog_jax.feasibility.a_star module metalog_jax.feasibility.analysis module metalog_jax.feasibility.engine module metalog_jax.grid_search module metalog_jax.metalog module metalog_jax.regression.base module metalog_jax.regression.lasso module metalog_jax.regression.ols module metalog_jax.utils module metalog_params (metalog_jax.metalog.Metalog attribute) (metalog_jax.metalog.SPTMetalog attribute) MetalogBase (class in metalog_jax.base.core) MetalogBaseData (class in metalog_jax.base.data) MetalogBoundedness (class in metalog_jax.base.enums) MetalogFitMethod (class in metalog_jax.base.enums) MetalogInputData (class in metalog_jax.base.data) MetalogParameters (class in metalog_jax.base.parameters) MetalogParametersBase (class in metalog_jax.base.parameters) MetalogPlotOptions (class in metalog_jax.base.enums) MetalogRandomVariableParameters (class in metalog_jax.base.parameters) method (metalog_jax.base.core.MetalogBase property) (metalog_jax.metalog.Metalog property) (metalog_jax.metalog.SPTMetalog property) mode (metalog_jax.base.core.MetalogBase property) module metalog_jax metalog_jax.base.core metalog_jax.base.data metalog_jax.base.display metalog_jax.base.enums metalog_jax.base.parameters metalog_jax.feasibility metalog_jax.feasibility.a_star metalog_jax.feasibility.analysis metalog_jax.feasibility.engine metalog_jax.grid_search metalog_jax.metalog metalog_jax.regression.base metalog_jax.regression.lasso metalog_jax.regression.ols metalog_jax.utils moment_table() (in module metalog_jax.feasibility.analysis) momentum (metalog_jax.regression.lasso.LassoParameters attribute) N NotFittedError num_iters (metalog_jax.regression.lasso.LassoParameters attribute) num_terms (metalog_jax.base.core.MetalogBase property) (metalog_jax.metalog.Metalog property) (metalog_jax.metalog.SPTMetalog property) O OLSModel (class in metalog_jax.regression.ols) P p() (metalog_jax.base.core.MetalogBase method) pad_metalog_coeffs() (in module metalog_jax.grid_search) pdf() (metalog_jax.base.core.MetalogBase method) plot() (metalog_jax.base.core.MetalogBase method) ppf() (metalog_jax.base.core.MetalogBase method) predict_ordinary_least_squares() (in module metalog_jax.regression.ols) print() (metalog_jax.base.core.MetalogBase method) product_term() (metalog_jax.base.core.MetalogBase static method) project_onto_polyhedron() (in module metalog_jax.feasibility.a_star) Q q() (metalog_jax.base.core.MetalogBase method) quantile_transform() (metalog_jax.base.core.MetalogBase static method) R raw_moment() (in module metalog_jax.feasibility.analysis) RegressionModel (class in metalog_jax.regression.base) RegularizedParameters (class in metalog_jax.regression.base) replace() (metalog_jax.base.core.MetalogBase method) (metalog_jax.base.data.MetalogBaseData method) (metalog_jax.base.data.MetalogInputData method) (metalog_jax.base.parameters.MetalogParameters method) (metalog_jax.base.parameters.MetalogParametersBase method) (metalog_jax.base.parameters.MetalogRandomVariableParameters method) (metalog_jax.base.parameters.SPTMetalogParameters method) (metalog_jax.feasibility.a_star.FeasibleFitResult method) (metalog_jax.feasibility.a_star.FeasibleModel method) (metalog_jax.feasibility.analysis.FeasibilityReport method) (metalog_jax.metalog.GridResult method) (metalog_jax.metalog.Metalog method) (metalog_jax.metalog.SPTMetalog method) (metalog_jax.regression.base.RegressionModel method) (metalog_jax.regression.base.RegularizedParameters method) (metalog_jax.regression.lasso.LassoModel method) (metalog_jax.regression.lasso.LassoParameters method) (metalog_jax.regression.ols.OLSModel method) (metalog_jax.utils.HDRPRNGParameters method) (metalog_jax.utils.JaxUniformDistributionParameters method) rvs() (metalog_jax.base.core.MetalogBase method) S save() (metalog_jax.base.core.MetalogBase method) sf() (metalog_jax.base.core.MetalogBase method) skewness (metalog_jax.base.core.MetalogBase property) soft_thresholding() (in module metalog_jax.regression.lasso) split() (metalog_jax.feasibility.engine.Engine method) SPTMetalog (class in metalog_jax.metalog) SPTMetalogParameters (class in metalog_jax.base.parameters) stack_leaves() (in module metalog_jax.grid_search) std (metalog_jax.base.core.MetalogBase property) strictly_lower_bound_quantile_transform() (metalog_jax.base.core.MetalogBase static method) strictly_upper_bound_quantile_transform() (metalog_jax.base.core.MetalogBase static method) summary_stats() (in module metalog_jax.feasibility.analysis) T tail_feasibility() (in module metalog_jax.feasibility.analysis) tail_sign() (metalog_jax.feasibility.engine.Engine method) term_layout() (in module metalog_jax.feasibility.engine) TermOrder (class in metalog_jax.feasibility.engine) to_dict() (metalog_jax.base.parameters.MetalogParameters method) (metalog_jax.base.parameters.SPTMetalogParameters method) tol (metalog_jax.regression.lasso.LassoParameters attribute) U unvmap() (in module metalog_jax.grid_search) upper_bound (metalog_jax.base.core.MetalogBase property) V var (metalog_jax.base.core.MetalogBase property) W weights (metalog_jax.regression.base.RegressionModel attribute) Z zero_test_width() (in module metalog_jax.feasibility.analysis)