Index

_

__call__() (pyoptex.analysis.estimators.sams.accept.Accept method) (pyoptex.analysis.estimators.sams.accept.ExponentialAccept method) (pyoptex.doe.constraints.ConstraintsFunc method) __init__() (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor method) (pyoptex.analysis.estimators.sams.accept.Accept method) (pyoptex.analysis.estimators.sams.accept.ExponentialAccept method) (pyoptex.analysis.estimators.sams.bnb.bnb.BnB method) (pyoptex.analysis.estimators.sams.bnb.sams_bnb.SamsBnB method) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor method) (pyoptex.analysis.estimators.sams.models.mixed_lm_model.MixedLMModel method) (pyoptex.analysis.estimators.sams.models.model.Model method) (pyoptex.analysis.estimators.sams.models.model.ModelResults method) (pyoptex.analysis.estimators.sams.models.ols_model.OlsModel method) (pyoptex.analysis.estimators.simple_model.SimpleRegressor method) (pyoptex.analysis.mixins.conditional_mixin.ConditionalRegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.BaseMixin method) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.OutlierTransformerMixin method) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.TransformerMixin method) (pyoptex.analysis.transformers.quantile_outlier_transformer.QuantileOutliersTransformer method) (pyoptex.doe.constraints.BinaryCol method) (pyoptex.doe.constraints.Col method) (pyoptex.doe.constraints.CompCol method) (pyoptex.doe.constraints.ConstraintsFunc method) (pyoptex.doe.constraints.UnaryCol method) (pyoptex.doe.cost_optimal.codex.optimization.CEOptimizer method) (pyoptex.doe.cost_optimal.codex.optimization.CEStructOptimizer method) (pyoptex.doe.cost_optimal.codex.optimization.Optimizer method) (pyoptex.doe.cost_optimal.codex.optimization.PEOptimizer method) (pyoptex.doe.cost_optimal.codex.restart.RestartEveryNFailed method) (pyoptex.doe.cost_optimal.codex.temperature.ExponentialTemperature method) (pyoptex.doe.cost_optimal.codex.temperature.LinearTemperature method) (pyoptex.doe.cost_optimal.codex.temperature.Temperature method) (pyoptex.doe.cost_optimal.codex.utils.FunctionSet method) (pyoptex.doe.cost_optimal.metric.Aliasing method) (pyoptex.doe.cost_optimal.metric.Aopt method) (pyoptex.doe.cost_optimal.metric.Dopt method) (pyoptex.doe.cost_optimal.metric.Iopt method) (pyoptex.doe.cost_optimal.metric.Metric method) (pyoptex.doe.cost_optimal.utils.Factor method) (pyoptex.doe.cost_optimal.utils.FunctionSet method) (pyoptex.doe.cost_optimal.utils.Parameters method) (pyoptex.doe.cost_optimal.utils.State method) (pyoptex.doe.fixed_structure.metric.Aliasing method) (pyoptex.doe.fixed_structure.metric.Aopt method) (pyoptex.doe.fixed_structure.metric.Dopt method) (pyoptex.doe.fixed_structure.metric.Iopt method) (pyoptex.doe.fixed_structure.metric.Metric method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Aliasing method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Aopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Dopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Iopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.SplitkPlotMetricMixin method) (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters method) (pyoptex.doe.fixed_structure.splitk_plot.utils.Plot method) (pyoptex.doe.fixed_structure.splitk_plot.utils.Update method) (pyoptex.doe.fixed_structure.utils.Factor method) (pyoptex.doe.fixed_structure.utils.FunctionSet method) (pyoptex.doe.fixed_structure.utils.Parameters method) (pyoptex.doe.fixed_structure.utils.RandomEffect method) (pyoptex.doe.fixed_structure.utils.State method) (pyoptex.utils.factor.Factor method) (pyoptex.utils.factor.FactorMixin method)

A

Accept (class in pyoptex.analysis.estimators.sams.accept) accept (pyoptex.doe.cost_optimal.codex.utils.FunctionSet attribute) accepted() (pyoptex.analysis.estimators.sams.accept.Accept method) (pyoptex.analysis.estimators.sams.accept.ExponentialAccept method) (pyoptex.doe.cost_optimal.codex.restart.RestartEveryNFailed method) (pyoptex.doe.cost_optimal.codex.temperature.ExponentialTemperature method) (pyoptex.doe.cost_optimal.codex.temperature.LinearTemperature method) (pyoptex.doe.cost_optimal.codex.temperature.Temperature method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Aliasing method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Aopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Dopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Iopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.SplitkPlotMetricMixin method)

adapt_group() (in module pyoptex.doe.cost_optimal.codex.optimization) adapt_groups() (in module pyoptex.doe.cost_optimal.codex.optimization) add_update_vinv() (in module pyoptex.doe.cost_optimal.codex.formulas) additive_cost() (in module pyoptex.doe.cost_optimal.cost) Aliasing (class in pyoptex.doe.cost_optimal.metric) (class in pyoptex.doe.fixed_structure.metric) (class in pyoptex.doe.fixed_structure.splitk_plot.metric) all() (pyoptex.analysis.estimators.sams.models.mixed_lm_model.MixedLMModel method) (pyoptex.analysis.estimators.sams.models.model.Model method) (pyoptex.analysis.estimators.sams.models.ols_model.OlsModel method) alphas (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) Aopt (class in pyoptex.doe.cost_optimal.metric) (class in pyoptex.doe.fixed_structure.metric) (class in pyoptex.doe.fixed_structure.splitk_plot.metric)

B

BaseMixin (class in pyoptex.analysis.mixins.fit_mixin) BinaryCol (class in pyoptex.doe.constraints)

BnB (class in pyoptex.analysis.estimators.sams.bnb.bnb) branches() (pyoptex.analysis.estimators.sams.bnb.bnb.BnB method) (pyoptex.analysis.estimators.sams.bnb.sams_bnb.SamsBnB method)

C

c (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) call() (pyoptex.doe.cost_optimal.codex.optimization.CEOptimizer method) (pyoptex.doe.cost_optimal.codex.optimization.CEStructOptimizer method) (pyoptex.doe.cost_optimal.codex.optimization.Optimizer method) (pyoptex.doe.cost_optimal.codex.optimization.PEOptimizer method) (pyoptex.doe.cost_optimal.codex.restart.RestartEveryNFailed method) (pyoptex.doe.cost_optimal.metric.Aliasing method) (pyoptex.doe.cost_optimal.metric.Aopt method) (pyoptex.doe.cost_optimal.metric.Dopt method) (pyoptex.doe.cost_optimal.metric.Iopt method) (pyoptex.doe.cost_optimal.metric.Metric method) (pyoptex.doe.fixed_structure.metric.Aliasing method) (pyoptex.doe.fixed_structure.metric.Aopt method) (pyoptex.doe.fixed_structure.metric.Dopt method) (pyoptex.doe.fixed_structure.metric.Iopt method) (pyoptex.doe.fixed_structure.metric.Metric method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Aliasing method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Aopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Dopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Iopt method) CATEGORICAL_MSG (pyoptex.doe.constraints.BinaryCol attribute) (pyoptex.doe.constraints.Col attribute) (pyoptex.doe.constraints.CompCol attribute) (pyoptex.doe.constraints.UnaryCol attribute) ce_optimizer() (in module pyoptex.doe.cost_optimal.codex.optimization) ce_struct_optimizer() (in module pyoptex.doe.cost_optimal.codex.optimization) ce_update_vinv() (in module pyoptex.doe.cost_optimal.codex.formulas) CEOptimizer (class in pyoptex.doe.cost_optimal.codex.optimization) CEStructOptimizer (class in pyoptex.doe.cost_optimal.codex.optimization) clear() (pyoptex.doe.constraints.ConstraintsFunc method) Col (class in pyoptex.doe.constraints) col_end (pyoptex.doe.fixed_structure.splitk_plot.utils.Update attribute) col_start (pyoptex.doe.fixed_structure.splitk_plot.utils.Update attribute) colstart (pyoptex.doe.cost_optimal.utils.Parameters attribute) (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) (pyoptex.doe.fixed_structure.utils.Parameters attribute) combine_costs() (in module pyoptex.doe.cost_optimal.cost) CompCol (class in pyoptex.doe.constraints) compute_update (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) ConditionalRegressionMixin (class in pyoptex.analysis.mixins.conditional_mixin) constraints (pyoptex.doe.cost_optimal.codex.utils.FunctionSet attribute) (pyoptex.doe.cost_optimal.utils.FunctionSet attribute) (pyoptex.doe.fixed_structure.utils.FunctionSet attribute) ConstraintsFunc (class in pyoptex.doe.constraints)

constraintso (pyoptex.doe.fixed_structure.utils.FunctionSet attribute) coords (pyoptex.doe.cost_optimal.utils.Factor attribute) (pyoptex.doe.cost_optimal.utils.Parameters attribute) (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) (pyoptex.doe.fixed_structure.utils.Factor attribute) (pyoptex.doe.fixed_structure.utils.Parameters attribute) (pyoptex.utils.factor.Factor attribute) coords_ (pyoptex.doe.cost_optimal.utils.Factor property) (pyoptex.doe.fixed_structure.utils.Factor property) (pyoptex.utils.factor.Factor property) (pyoptex.utils.factor.FactorMixin property) correlation_map() (in module pyoptex.doe.utils.evaluate) cost (pyoptex.doe.cost_optimal.codex.utils.FunctionSet attribute) (pyoptex.doe.cost_optimal.utils.FunctionSet attribute) cost_fn() (in module pyoptex.doe.cost_optimal.cost) cost_Y (pyoptex.doe.cost_optimal.utils.State attribute) costs (pyoptex.doe.cost_optimal.utils.State attribute) count() (pyoptex.analysis.estimators.sams.models.model.ModelResults method) (pyoptex.doe.cost_optimal.codex.utils.FunctionSet method) (pyoptex.doe.cost_optimal.utils.Factor method) (pyoptex.doe.cost_optimal.utils.FunctionSet method) (pyoptex.doe.cost_optimal.utils.Parameters method) (pyoptex.doe.cost_optimal.utils.State method) (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters method) (pyoptex.doe.fixed_structure.splitk_plot.utils.Plot method) (pyoptex.doe.fixed_structure.splitk_plot.utils.Update method) (pyoptex.doe.fixed_structure.utils.Factor method) (pyoptex.doe.fixed_structure.utils.FunctionSet method) (pyoptex.doe.fixed_structure.utils.Parameters method) (pyoptex.doe.fixed_structure.utils.RandomEffect method) (pyoptex.doe.fixed_structure.utils.State method) (pyoptex.utils.factor.Factor method) count_models() (in module pyoptex.analysis.estimators.sams.entropy) cov_block() (in module pyoptex.doe.cost_optimal.cov) cov_double_time_trend() (in module pyoptex.doe.cost_optimal.cov) (in module pyoptex.doe.fixed_structure.cov) cov_time_trend() (in module pyoptex.doe.cost_optimal.cov) (in module pyoptex.doe.fixed_structure.cov) create_cost_optimal_codex_design() (in module pyoptex.doe.cost_optimal.codex.wrapper) create_default_coords() (in module pyoptex.utils.design) create_fixed_structure_design() (in module pyoptex.doe.fixed_structure.wrapper) create_parameters() (in module pyoptex.doe.cost_optimal.codex.wrapper) (in module pyoptex.doe.fixed_structure.splitk_plot.wrapper) (in module pyoptex.doe.fixed_structure.wrapper) create_splitk_plot_design() (in module pyoptex.doe.fixed_structure.splitk_plot.wrapper)

D

decode_design() (in module pyoptex.utils.design) decode_term() (in module pyoptex.utils.model) default_fn() (in module pyoptex.doe.cost_optimal.codex.wrapper) (in module pyoptex.doe.fixed_structure.splitk_plot.wrapper) (in module pyoptex.doe.fixed_structure.wrapper) del_vinv_update() (in module pyoptex.doe.cost_optimal.codex.formulas) denormalize() (pyoptex.doe.cost_optimal.utils.Factor method) (pyoptex.doe.fixed_structure.utils.Factor method) (pyoptex.utils.factor.Factor method) (pyoptex.utils.factor.FactorMixin method)

design_heatmap() (in module pyoptex.doe.utils.evaluate) detect_block_end_from_start() (in module pyoptex.doe.cost_optimal.codex.formulas) discount_cost() (in module pyoptex.doe.cost_optimal.cost) Dopt (class in pyoptex.doe.cost_optimal.metric) (class in pyoptex.doe.fixed_structure.metric) (class in pyoptex.doe.fixed_structure.splitk_plot.metric)

E

effect_levels (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) (pyoptex.doe.fixed_structure.utils.Parameters attribute) effect_types (pyoptex.doe.cost_optimal.utils.Parameters attribute) (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) (pyoptex.doe.fixed_structure.utils.Parameters attribute) encode() (pyoptex.doe.constraints.BinaryCol method) (pyoptex.doe.constraints.Col method) (pyoptex.doe.constraints.CompCol method) (pyoptex.doe.constraints.UnaryCol method) encode_design() (in module pyoptex.utils.design) encode_model() (in module pyoptex.utils.model) encode_names() (in module pyoptex.utils.model)

entropies() (in module pyoptex.analysis.estimators.sams.entropy) entropies_approx() (in module pyoptex.analysis.estimators.sams.entropy) estimation_variance() (in module pyoptex.doe.cost_optimal.evaluate) (in module pyoptex.doe.fixed_structure.evaluate) estimation_variance_matrix() (in module pyoptex.doe.cost_optimal.evaluate) (in module pyoptex.doe.fixed_structure.evaluate) evaluate_metrics() (in module pyoptex.doe.cost_optimal.evaluate) (in module pyoptex.doe.fixed_structure.evaluate) exponential_accept_rel() (in module pyoptex.doe.cost_optimal.codex.accept) ExponentialAccept (class in pyoptex.analysis.estimators.sams.accept) ExponentialTemperature (class in pyoptex.doe.cost_optimal.codex.temperature) extend_design() (in module pyoptex.doe.fixed_structure.splitk_plot.utils)

F

Factor (class in pyoptex.doe.cost_optimal.utils) (class in pyoptex.doe.fixed_structure.utils) (class in pyoptex.utils.factor) FactorMixin (class in pyoptex.utils.factor) factors (pyoptex.doe.cost_optimal.utils.Parameters attribute) (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) (pyoptex.doe.fixed_structure.utils.Parameters attribute) final_optimizers (pyoptex.doe.cost_optimal.codex.utils.FunctionSet attribute) fit() (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor method) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor method) (pyoptex.analysis.estimators.sams.models.mixed_lm_model.MixedLMModel method) (pyoptex.analysis.estimators.sams.models.model.Model method) (pyoptex.analysis.estimators.sams.models.ols_model.OlsModel method) (pyoptex.analysis.estimators.simple_model.SimpleRegressor method) (pyoptex.analysis.mixins.fit_mixin.BaseMixin method) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.OutlierTransformerMixin method) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.TransformerMixin method) (pyoptex.analysis.transformers.quantile_outlier_transformer.QuantileOutliersTransformer method) fit_mixedlm() (in module pyoptex.analysis.utils.fit) fit_ols() (in module pyoptex.analysis.utils.fit) fit_transform() (pyoptex.analysis.mixins.fit_mixin.OutlierTransformerMixin method) (pyoptex.analysis.mixins.fit_mixin.TransformerMixin method) (pyoptex.analysis.transformers.quantile_outlier_transformer.QuantileOutliersTransformer method)

fixed_runs_cost() (in module pyoptex.doe.cost_optimal.cost) fn (pyoptex.doe.cost_optimal.utils.Parameters attribute) (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) (pyoptex.doe.fixed_structure.utils.Parameters attribute) force_Zi_asc() (in module pyoptex.utils.design) formula() (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor method) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor method) (pyoptex.analysis.estimators.simple_model.SimpleRegressor method) (pyoptex.analysis.mixins.conditional_mixin.ConditionalRegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin method) fraction_of_design_space() (in module pyoptex.doe.cost_optimal.evaluate) (in module pyoptex.doe.fixed_structure.evaluate) full_factorial() (in module pyoptex.doe.utils.init) func() (pyoptex.doe.constraints.BinaryCol method) (pyoptex.doe.constraints.Col method) (pyoptex.doe.constraints.CompCol method) (pyoptex.doe.constraints.UnaryCol method) FunctionSet (class in pyoptex.doe.cost_optimal.codex.utils) (class in pyoptex.doe.cost_optimal.utils) (class in pyoptex.doe.fixed_structure.utils)

G

get_metadata_routing() (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor method) (pyoptex.analysis.estimators.simple_model.SimpleRegressor method) get_params() (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor method) (pyoptex.analysis.estimators.simple_model.SimpleRegressor method) greedy_cost_minimization() (in module pyoptex.doe.cost_optimal.init) group_update_vinv() (in module pyoptex.doe.cost_optimal.codex.formulas) grouped (pyoptex.doe.cost_optimal.utils.Factor attribute)

grouped_cols (pyoptex.doe.cost_optimal.utils.Parameters attribute) groups_insert() (in module pyoptex.doe.cost_optimal.codex.insert) groups_remove() (in module pyoptex.doe.cost_optimal.codex.remove) grp (pyoptex.doe.fixed_structure.splitk_plot.utils.Update attribute) grp_runs (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) (pyoptex.doe.fixed_structure.utils.Parameters attribute) grps (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) (pyoptex.doe.fixed_structure.utils.Parameters attribute)

I

identityY2X() (in module pyoptex.utils.model) index() (pyoptex.analysis.estimators.sams.models.model.ModelResults method) (pyoptex.doe.cost_optimal.codex.utils.FunctionSet method) (pyoptex.doe.cost_optimal.utils.Factor method) (pyoptex.doe.cost_optimal.utils.FunctionSet method) (pyoptex.doe.cost_optimal.utils.Parameters method) (pyoptex.doe.cost_optimal.utils.State method) (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters method) (pyoptex.doe.fixed_structure.splitk_plot.utils.Plot method) (pyoptex.doe.fixed_structure.splitk_plot.utils.Update method) (pyoptex.doe.fixed_structure.utils.Factor method) (pyoptex.doe.fixed_structure.utils.FunctionSet method) (pyoptex.doe.fixed_structure.utils.Parameters method) (pyoptex.doe.fixed_structure.utils.RandomEffect method) (pyoptex.doe.fixed_structure.utils.State method) (pyoptex.utils.factor.Factor method) information_matrix (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor property) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor property) (pyoptex.analysis.estimators.simple_model.SimpleRegressor property) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin property) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin property) init (pyoptex.doe.cost_optimal.codex.utils.FunctionSet attribute) (pyoptex.doe.cost_optimal.utils.FunctionSet attribute) (pyoptex.doe.fixed_structure.utils.FunctionSet attribute) init() (in module pyoptex.doe.cost_optimal.init) (pyoptex.analysis.estimators.sams.models.mixed_lm_model.MixedLMModel method) (pyoptex.analysis.estimators.sams.models.model.Model method) (pyoptex.analysis.estimators.sams.models.ols_model.OlsModel method) (pyoptex.doe.cost_optimal.metric.Aliasing method) (pyoptex.doe.cost_optimal.metric.Aopt method) (pyoptex.doe.cost_optimal.metric.Dopt method) (pyoptex.doe.cost_optimal.metric.Iopt method) (pyoptex.doe.cost_optimal.metric.Metric method) (pyoptex.doe.fixed_structure.metric.Aliasing method) (pyoptex.doe.fixed_structure.metric.Aopt method) (pyoptex.doe.fixed_structure.metric.Dopt method) (pyoptex.doe.fixed_structure.metric.Iopt method) (pyoptex.doe.fixed_structure.metric.Metric method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Aliasing method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Aopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Dopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Iopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.SplitkPlotMetricMixin method) init_feasible() (in module pyoptex.doe.cost_optimal.init) init_feasible_() (in module pyoptex.doe.cost_optimal.init) init_queue() (pyoptex.analysis.estimators.sams.bnb.bnb.BnB method) (pyoptex.analysis.estimators.sams.bnb.sams_bnb.SamsBnB method)

init_random() (in module pyoptex.doe.fixed_structure.init) init_single_unconstrained() (in module pyoptex.doe.utils.init) initialize() (pyoptex.analysis.estimators.sams.bnb.bnb.BnB method) (pyoptex.analysis.estimators.sams.bnb.sams_bnb.SamsBnB method) initialize_feasible() (in module pyoptex.doe.fixed_structure.init) (in module pyoptex.doe.fixed_structure.splitk_plot.init) insert (pyoptex.doe.cost_optimal.codex.utils.FunctionSet attribute) insert_last() (in module pyoptex.doe.cost_optimal.codex.insert) insert_optimal() (in module pyoptex.doe.cost_optimal.codex.insert) insert_update_vinv() (in module pyoptex.doe.cost_optimal.codex.formulas) int2bool() (in module pyoptex.utils.comp) inv_information_matrix (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor property) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor property) (pyoptex.analysis.estimators.simple_model.SimpleRegressor property) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin property) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin property) inv_obs_cov (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor property) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor property) (pyoptex.analysis.estimators.simple_model.SimpleRegressor property) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin property) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin property) Iopt (class in pyoptex.doe.cost_optimal.metric) (class in pyoptex.doe.fixed_structure.metric) (class in pyoptex.doe.fixed_structure.splitk_plot.metric) is_categorical (pyoptex.doe.cost_optimal.utils.Factor property) (pyoptex.doe.fixed_structure.utils.Factor property) (pyoptex.utils.factor.Factor property) (pyoptex.utils.factor.FactorMixin property) is_continuous (pyoptex.doe.cost_optimal.utils.Factor property) (pyoptex.doe.fixed_structure.utils.Factor property) (pyoptex.utils.factor.Factor property) (pyoptex.utils.factor.FactorMixin property) is_fitted (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor property) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor property) (pyoptex.analysis.estimators.simple_model.SimpleRegressor property) (pyoptex.analysis.mixins.fit_mixin.BaseMixin property) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin property) (pyoptex.analysis.mixins.fit_mixin.OutlierTransformerMixin property) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin property) (pyoptex.analysis.mixins.fit_mixin.TransformerMixin property) (pyoptex.analysis.transformers.quantile_outlier_transformer.QuantileOutliersTransformer property) is_mixture (pyoptex.doe.cost_optimal.utils.Factor property) (pyoptex.doe.fixed_structure.utils.Factor property) (pyoptex.utils.factor.Factor property) (pyoptex.utils.factor.FactorMixin property)

L

leaf() (pyoptex.analysis.estimators.sams.bnb.bnb.BnB method) (pyoptex.analysis.estimators.sams.bnb.sams_bnb.SamsBnB method) level (pyoptex.doe.fixed_structure.splitk_plot.utils.Plot attribute) (pyoptex.doe.fixed_structure.splitk_plot.utils.Update attribute) level_grps() (in module pyoptex.doe.fixed_structure.splitk_plot.utils)

levels (pyoptex.doe.cost_optimal.utils.Factor attribute) (pyoptex.doe.fixed_structure.utils.Factor attribute) (pyoptex.utils.factor.Factor attribute) LinearTemperature (class in pyoptex.doe.cost_optimal.codex.temperature) loop() (pyoptex.analysis.estimators.sams.bnb.bnb.BnB method) (pyoptex.analysis.estimators.sams.bnb.sams_bnb.SamsBnB method)

M

M_ (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor property) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor property) (pyoptex.analysis.estimators.simple_model.SimpleRegressor property) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin property) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin property) max (pyoptex.doe.cost_optimal.utils.Factor attribute) (pyoptex.doe.fixed_structure.utils.Factor attribute) (pyoptex.utils.factor.Factor attribute) max_changes_cost() (in module pyoptex.doe.cost_optimal.cost) max_cost (pyoptex.doe.cost_optimal.utils.State attribute) mean (pyoptex.doe.cost_optimal.utils.Factor property) (pyoptex.doe.fixed_structure.utils.Factor property) (pyoptex.utils.factor.Factor property) (pyoptex.utils.factor.FactorMixin property) Metric (class in pyoptex.doe.cost_optimal.metric) (class in pyoptex.doe.fixed_structure.metric) metric (pyoptex.analysis.estimators.sams.models.model.ModelResults attribute) (pyoptex.doe.cost_optimal.codex.utils.FunctionSet attribute) (pyoptex.doe.cost_optimal.utils.FunctionSet attribute) (pyoptex.doe.cost_optimal.utils.State attribute) (pyoptex.doe.fixed_structure.utils.FunctionSet attribute) (pyoptex.doe.fixed_structure.utils.State attribute) min (pyoptex.doe.cost_optimal.utils.Factor attribute) (pyoptex.doe.fixed_structure.utils.Factor attribute) (pyoptex.utils.factor.Factor attribute) min_plot_levels() (in module pyoptex.doe.fixed_structure.splitk_plot.utils) Minv_ (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor property) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor property) (pyoptex.analysis.estimators.simple_model.SimpleRegressor property) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin property) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin property) MixedLMModel (class in pyoptex.analysis.estimators.sams.models.mixed_lm_model) mixture_constraints() (in module pyoptex.doe.constraints) mixture_scheffe_model() (in module pyoptex.utils.model) mixtureY2X() (in module pyoptex.utils.model) Model (class in pyoptex.analysis.estimators.sams.models.model) model2encnames() (in module pyoptex.utils.model) model2names() (in module pyoptex.utils.model) model2Y2X() (in module pyoptex.utils.model) model_formula() (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor method) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor method) (pyoptex.analysis.estimators.simple_model.SimpleRegressor method) (pyoptex.analysis.mixins.conditional_mixin.ConditionalRegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin method) ModelResults (class in pyoptex.analysis.estimators.sams.models.model) module pyoptex pyoptex.analysis pyoptex.analysis.estimators pyoptex.analysis.estimators.p_value_drop_model pyoptex.analysis.estimators.sams pyoptex.analysis.estimators.sams.accept pyoptex.analysis.estimators.sams.bnb pyoptex.analysis.estimators.sams.bnb.bnb pyoptex.analysis.estimators.sams.bnb.sams_bnb pyoptex.analysis.estimators.sams.entropy pyoptex.analysis.estimators.sams.estimator pyoptex.analysis.estimators.sams.models pyoptex.analysis.estimators.sams.models.mixed_lm_model pyoptex.analysis.estimators.sams.models.model pyoptex.analysis.estimators.sams.models.ols_model pyoptex.analysis.estimators.sams.plot pyoptex.analysis.estimators.sams.simulation pyoptex.analysis.estimators.simple_model pyoptex.analysis.mixins pyoptex.analysis.mixins.conditional_mixin pyoptex.analysis.mixins.fit_mixin pyoptex.analysis.transformers pyoptex.analysis.transformers.quantile_outlier_transformer pyoptex.analysis.utils pyoptex.analysis.utils.fit pyoptex.analysis.utils.plot pyoptex.doe pyoptex.doe.constraints pyoptex.doe.cost_optimal pyoptex.doe.cost_optimal.codex pyoptex.doe.cost_optimal.codex.accept pyoptex.doe.cost_optimal.codex.formulas pyoptex.doe.cost_optimal.codex.insert pyoptex.doe.cost_optimal.codex.optimization pyoptex.doe.cost_optimal.codex.remove pyoptex.doe.cost_optimal.codex.restart pyoptex.doe.cost_optimal.codex.sample pyoptex.doe.cost_optimal.codex.simulation pyoptex.doe.cost_optimal.codex.temperature pyoptex.doe.cost_optimal.codex.utils pyoptex.doe.cost_optimal.codex.wrapper pyoptex.doe.cost_optimal.cost pyoptex.doe.cost_optimal.cov pyoptex.doe.cost_optimal.evaluate pyoptex.doe.cost_optimal.init pyoptex.doe.cost_optimal.metric pyoptex.doe.cost_optimal.utils pyoptex.doe.cost_optimal.validation pyoptex.doe.fixed_structure pyoptex.doe.fixed_structure.cov pyoptex.doe.fixed_structure.evaluate pyoptex.doe.fixed_structure.init pyoptex.doe.fixed_structure.metric pyoptex.doe.fixed_structure.optimize pyoptex.doe.fixed_structure.splitk_plot pyoptex.doe.fixed_structure.splitk_plot.init pyoptex.doe.fixed_structure.splitk_plot.metric pyoptex.doe.fixed_structure.splitk_plot.optimize pyoptex.doe.fixed_structure.splitk_plot.utils pyoptex.doe.fixed_structure.splitk_plot.wrapper pyoptex.doe.fixed_structure.utils pyoptex.doe.fixed_structure.validation pyoptex.doe.fixed_structure.wrapper pyoptex.doe.utils pyoptex.doe.utils.evaluate pyoptex.doe.utils.init pyoptex.utils pyoptex.utils.comp pyoptex.utils.design pyoptex.utils.factor pyoptex.utils.model pyoptex.utils.runtime

MultiRegressionMixin (class in pyoptex.analysis.mixins.fit_mixin) mutate() (pyoptex.analysis.estimators.sams.models.mixed_lm_model.MixedLMModel method) (pyoptex.analysis.estimators.sams.models.model.Model method) (pyoptex.analysis.estimators.sams.models.ols_model.OlsModel method)

N

name (pyoptex.doe.cost_optimal.utils.Factor attribute) (pyoptex.doe.fixed_structure.utils.Factor attribute) (pyoptex.utils.factor.Factor attribute) new_coord (pyoptex.doe.fixed_structure.splitk_plot.utils.Update attribute) no_cov() (in module pyoptex.doe.cost_optimal.cov) (in module pyoptex.doe.fixed_structure.cov) node_in_results() (pyoptex.analysis.estimators.sams.bnb.bnb.BnB method) (pyoptex.analysis.estimators.sams.bnb.sams_bnb.SamsBnB method)

normalize() (pyoptex.doe.cost_optimal.utils.Factor method) (pyoptex.doe.fixed_structure.utils.Factor method) (pyoptex.utils.factor.Factor method) (pyoptex.utils.factor.FactorMixin method) nruns (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) (pyoptex.doe.fixed_structure.utils.Parameters attribute)

O

obs_cov (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor property) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor property) (pyoptex.analysis.estimators.simple_model.SimpleRegressor property) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin property) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin property) obs_var() (in module pyoptex.doe.cost_optimal.utils) (in module pyoptex.doe.fixed_structure.splitk_plot.utils) obs_var_from_Zs() (in module pyoptex.utils.design) obs_var_Zs() (in module pyoptex.doe.cost_optimal.utils) (in module pyoptex.doe.fixed_structure.splitk_plot.utils)

old_coord (pyoptex.doe.fixed_structure.splitk_plot.utils.Update attribute) old_metric (pyoptex.doe.fixed_structure.splitk_plot.utils.Update attribute) OlsModel (class in pyoptex.analysis.estimators.sams.models.ols_model) optimize() (in module pyoptex.doe.fixed_structure.optimize) (in module pyoptex.doe.fixed_structure.splitk_plot.optimize) Optimizer (class in pyoptex.doe.cost_optimal.codex.optimization) optimizers (pyoptex.doe.cost_optimal.codex.utils.FunctionSet attribute) order_dependencies() (in module pyoptex.utils.model) outer_integral() (in module pyoptex.utils.comp) OutlierTransformerMixin (class in pyoptex.analysis.mixins.fit_mixin)

P

parallel_generation() (in module pyoptex.utils.runtime) parallel_worker_cost() (in module pyoptex.doe.cost_optimal.cost) Parameters (class in pyoptex.doe.cost_optimal.utils) (class in pyoptex.doe.fixed_structure.splitk_plot.utils) (class in pyoptex.doe.fixed_structure.utils) params (pyoptex.analysis.estimators.sams.models.model.ModelResults attribute) parse_constraints_script() (in module pyoptex.doe.constraints) partial_rsm() (in module pyoptex.utils.model) partial_rsm_names() (in module pyoptex.utils.model) pe_optimizer() (in module pyoptex.doe.cost_optimal.codex.optimization) PEOptimizer (class in pyoptex.doe.cost_optimal.codex.optimization) permitted_dep_add() (in module pyoptex.utils.model) permitted_dep_drop() (in module pyoptex.utils.model) Plot (class in pyoptex.doe.fixed_structure.splitk_plot.utils) plot_correlation_map() (in module pyoptex.doe.utils.evaluate) plot_estimation_variance_matrix() (in module pyoptex.doe.cost_optimal.evaluate) (in module pyoptex.doe.fixed_structure.evaluate) plot_fraction_of_design_space() (in module pyoptex.doe.cost_optimal.evaluate) (in module pyoptex.doe.fixed_structure.evaluate) plot_raster() (in module pyoptex.analysis.estimators.sams.plot) plot_res_diagnostics() (in module pyoptex.analysis.utils.plot) plot_selection() (pyoptex.analysis.estimators.sams.estimator.SamsRegressor method) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin method) plot_sizes (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) postloop() (pyoptex.analysis.estimators.sams.bnb.bnb.BnB method) (pyoptex.analysis.estimators.sams.bnb.sams_bnb.SamsBnB method) postnew() (pyoptex.analysis.estimators.sams.bnb.bnb.BnB method) (pyoptex.analysis.estimators.sams.bnb.sams_bnb.SamsBnB method) pred_var() (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor method) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor method) (pyoptex.analysis.estimators.simple_model.SimpleRegressor method) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin method) predict() (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor method) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor method) (pyoptex.analysis.estimators.simple_model.SimpleRegressor method) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin method) preinit() (pyoptex.doe.fixed_structure.metric.Aliasing method) (pyoptex.doe.fixed_structure.metric.Aopt method) (pyoptex.doe.fixed_structure.metric.Dopt method) (pyoptex.doe.fixed_structure.metric.Iopt method) (pyoptex.doe.fixed_structure.metric.Metric method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Aliasing method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Aopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Dopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Iopt method) preloop() (pyoptex.analysis.estimators.sams.bnb.bnb.BnB method) (pyoptex.analysis.estimators.sams.bnb.sams_bnb.SamsBnB method) prenew() (pyoptex.analysis.estimators.sams.bnb.bnb.BnB method) (pyoptex.analysis.estimators.sams.bnb.sams_bnb.SamsBnB method) preprocess_fit() (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor method) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor method) (pyoptex.analysis.estimators.simple_model.SimpleRegressor method) (pyoptex.analysis.mixins.fit_mixin.BaseMixin method) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.OutlierTransformerMixin method) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.TransformerMixin method) (pyoptex.analysis.transformers.quantile_outlier_transformer.QuantileOutliersTransformer method) preprocess_predict() (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor method) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor method) (pyoptex.analysis.estimators.simple_model.SimpleRegressor method) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin method) prior (pyoptex.doe.cost_optimal.utils.Parameters attribute) (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) (pyoptex.doe.fixed_structure.utils.Parameters attribute) PValueDropRegressor (class in pyoptex.analysis.estimators.p_value_drop_model) pyoptex module pyoptex.analysis module pyoptex.analysis.estimators module pyoptex.analysis.estimators.p_value_drop_model module pyoptex.analysis.estimators.sams module pyoptex.analysis.estimators.sams.accept module pyoptex.analysis.estimators.sams.bnb module pyoptex.analysis.estimators.sams.bnb.bnb module pyoptex.analysis.estimators.sams.bnb.sams_bnb module pyoptex.analysis.estimators.sams.entropy module pyoptex.analysis.estimators.sams.estimator module pyoptex.analysis.estimators.sams.models module pyoptex.analysis.estimators.sams.models.mixed_lm_model module pyoptex.analysis.estimators.sams.models.model module pyoptex.analysis.estimators.sams.models.ols_model module pyoptex.analysis.estimators.sams.plot module pyoptex.analysis.estimators.sams.simulation module pyoptex.analysis.estimators.simple_model module pyoptex.analysis.mixins module

pyoptex.analysis.mixins.conditional_mixin module pyoptex.analysis.mixins.fit_mixin module pyoptex.analysis.transformers module pyoptex.analysis.transformers.quantile_outlier_transformer module pyoptex.analysis.utils module pyoptex.analysis.utils.fit module pyoptex.analysis.utils.plot module pyoptex.doe module pyoptex.doe.constraints module pyoptex.doe.cost_optimal module pyoptex.doe.cost_optimal.codex module pyoptex.doe.cost_optimal.codex.accept module pyoptex.doe.cost_optimal.codex.formulas module pyoptex.doe.cost_optimal.codex.insert module pyoptex.doe.cost_optimal.codex.optimization module pyoptex.doe.cost_optimal.codex.remove module pyoptex.doe.cost_optimal.codex.restart module pyoptex.doe.cost_optimal.codex.sample module pyoptex.doe.cost_optimal.codex.simulation module pyoptex.doe.cost_optimal.codex.temperature module pyoptex.doe.cost_optimal.codex.utils module pyoptex.doe.cost_optimal.codex.wrapper module pyoptex.doe.cost_optimal.cost module pyoptex.doe.cost_optimal.cov module pyoptex.doe.cost_optimal.evaluate module pyoptex.doe.cost_optimal.init module pyoptex.doe.cost_optimal.metric module pyoptex.doe.cost_optimal.utils module pyoptex.doe.cost_optimal.validation module pyoptex.doe.fixed_structure module pyoptex.doe.fixed_structure.cov module pyoptex.doe.fixed_structure.evaluate module pyoptex.doe.fixed_structure.init module pyoptex.doe.fixed_structure.metric module pyoptex.doe.fixed_structure.optimize module pyoptex.doe.fixed_structure.splitk_plot module pyoptex.doe.fixed_structure.splitk_plot.init module pyoptex.doe.fixed_structure.splitk_plot.metric module pyoptex.doe.fixed_structure.splitk_plot.optimize module pyoptex.doe.fixed_structure.splitk_plot.utils module pyoptex.doe.fixed_structure.splitk_plot.wrapper module pyoptex.doe.fixed_structure.utils module pyoptex.doe.fixed_structure.validation module pyoptex.doe.fixed_structure.wrapper module pyoptex.doe.utils module pyoptex.doe.utils.evaluate module pyoptex.doe.utils.init module pyoptex.utils module pyoptex.utils.comp module pyoptex.utils.design module pyoptex.utils.factor module pyoptex.utils.model module pyoptex.utils.runtime module

Q

quantile_outliers() (pyoptex.analysis.transformers.quantile_outlier_transformer.QuantileOutliersTransformer method)

QuantileOutliersTransformer (class in pyoptex.analysis.transformers.quantile_outlier_transformer)

R

r2adj() (in module pyoptex.analysis.utils.fit) RandomEffect (class in pyoptex.doe.fixed_structure.utils) ratio (pyoptex.doe.cost_optimal.utils.Factor attribute) (pyoptex.doe.fixed_structure.splitk_plot.utils.Plot attribute) (pyoptex.doe.fixed_structure.utils.RandomEffect attribute) ratios (pyoptex.doe.cost_optimal.utils.Parameters attribute) (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) (pyoptex.doe.fixed_structure.utils.Parameters attribute) re (pyoptex.doe.fixed_structure.utils.Factor attribute) RegressionMixin (class in pyoptex.analysis.mixins.fit_mixin) rejected() (pyoptex.analysis.estimators.sams.accept.Accept method) (pyoptex.analysis.estimators.sams.accept.ExponentialAccept method) (pyoptex.doe.cost_optimal.codex.restart.RestartEveryNFailed method) (pyoptex.doe.cost_optimal.codex.temperature.ExponentialTemperature method) (pyoptex.doe.cost_optimal.codex.temperature.LinearTemperature method) (pyoptex.doe.cost_optimal.codex.temperature.Temperature method) remove (pyoptex.doe.cost_optimal.codex.utils.FunctionSet attribute)

remove_optimal_onebyone() (in module pyoptex.doe.cost_optimal.codex.remove) remove_optimal_onebyone_prevent() (in module pyoptex.doe.cost_optimal.codex.remove) remove_update_vinv() (in module pyoptex.doe.cost_optimal.codex.formulas) reset() (pyoptex.analysis.estimators.sams.accept.Accept method) (pyoptex.analysis.estimators.sams.accept.ExponentialAccept method) (pyoptex.doe.cost_optimal.codex.optimization.CEOptimizer method) (pyoptex.doe.cost_optimal.codex.optimization.CEStructOptimizer method) (pyoptex.doe.cost_optimal.codex.optimization.Optimizer method) (pyoptex.doe.cost_optimal.codex.optimization.PEOptimizer method) (pyoptex.doe.cost_optimal.codex.restart.RestartEveryNFailed method) (pyoptex.doe.cost_optimal.codex.temperature.ExponentialTemperature method) (pyoptex.doe.cost_optimal.codex.temperature.LinearTemperature method) (pyoptex.doe.cost_optimal.codex.temperature.Temperature method) restart (pyoptex.doe.cost_optimal.codex.utils.FunctionSet attribute) RestartEveryNFailed (class in pyoptex.doe.cost_optimal.codex.restart) run_end (pyoptex.doe.fixed_structure.splitk_plot.utils.Update attribute) run_start (pyoptex.doe.fixed_structure.splitk_plot.utils.Update attribute)

S

sample (pyoptex.doe.cost_optimal.codex.utils.FunctionSet attribute) sample_last() (in module pyoptex.doe.cost_optimal.codex.sample) sample_model_dep_mcmc() (in module pyoptex.analysis.estimators.sams.models.model) sample_model_dep_onebyone() (in module pyoptex.utils.model) sample_model_dep_random() (in module pyoptex.utils.model) sample_random() (in module pyoptex.doe.cost_optimal.codex.sample) SamsBnB (class in pyoptex.analysis.estimators.sams.bnb.sams_bnb) SamsRegressor (class in pyoptex.analysis.estimators.sams.estimator) scale (pyoptex.doe.cost_optimal.utils.Factor property) (pyoptex.doe.fixed_structure.utils.Factor property) (pyoptex.utils.factor.Factor property) (pyoptex.utils.factor.FactorMixin property) scaled_parallel_worker_cost() (in module pyoptex.doe.cost_optimal.cost) scaled_single_worker_cost() (in module pyoptex.doe.cost_optimal.cost) score() (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor method) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor method) (pyoptex.analysis.estimators.simple_model.SimpleRegressor method) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin method) set_nb_cores() (in module pyoptex.utils.runtime) set_output() (pyoptex.analysis.mixins.fit_mixin.OutlierTransformerMixin method) (pyoptex.analysis.mixins.fit_mixin.TransformerMixin method) (pyoptex.analysis.transformers.quantile_outlier_transformer.QuantileOutliersTransformer method)

set_params() (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor method) (pyoptex.analysis.estimators.simple_model.SimpleRegressor method) set_score_request() (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor method) (pyoptex.analysis.estimators.simple_model.SimpleRegressor method) SimpleRegressor (class in pyoptex.analysis.estimators.simple_model) simulate() (in module pyoptex.doe.cost_optimal.codex.simulation) simulate_all() (in module pyoptex.analysis.estimators.sams.simulation) simulate_sams() (in module pyoptex.analysis.estimators.sams.simulation) single_worker_cost() (in module pyoptex.doe.cost_optimal.cost) size (pyoptex.doe.fixed_structure.splitk_plot.utils.Plot attribute) sparsify() (in module pyoptex.analysis.estimators.sams.bnb.sams_bnb) SplitkPlotMetricMixin (class in pyoptex.doe.fixed_structure.splitk_plot.metric) State (class in pyoptex.doe.cost_optimal.utils) (class in pyoptex.doe.fixed_structure.utils) stats (pyoptex.doe.cost_optimal.utils.Parameters attribute) summary() (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor method) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor method) (pyoptex.analysis.estimators.simple_model.SimpleRegressor method) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin method) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin method)

T

temp (pyoptex.doe.cost_optimal.codex.utils.FunctionSet attribute) Temperature (class in pyoptex.doe.cost_optimal.codex.temperature) term2strong() (in module pyoptex.utils.model) terms_per_plot_level() (in module pyoptex.doe.fixed_structure.splitk_plot.utils) thetas (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) thetas_inv (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) timeout() (in module pyoptex.utils.comp) top() (pyoptex.analysis.estimators.sams.bnb.bnb.BnB method) (pyoptex.analysis.estimators.sams.bnb.sams_bnb.SamsBnB method) total_var (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor property) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor property) (pyoptex.analysis.estimators.simple_model.SimpleRegressor property) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin property) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin property)

transform() (pyoptex.analysis.mixins.fit_mixin.OutlierTransformerMixin method) (pyoptex.analysis.mixins.fit_mixin.TransformerMixin method) (pyoptex.analysis.transformers.quantile_outlier_transformer.QuantileOutliersTransformer method) TransformerMixin (class in pyoptex.analysis.mixins.fit_mixin) type (pyoptex.doe.cost_optimal.utils.Factor attribute) (pyoptex.doe.fixed_structure.utils.Factor attribute) (pyoptex.utils.factor.Factor attribute)

U

UnaryCol (class in pyoptex.doe.constraints) Update (class in pyoptex.doe.fixed_structure.splitk_plot.utils) update() (pyoptex.doe.fixed_structure.splitk_plot.metric.Aliasing method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Aopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Dopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.Iopt method) (pyoptex.doe.fixed_structure.splitk_plot.metric.SplitkPlotMetricMixin method)

upperbound() (pyoptex.analysis.estimators.sams.bnb.bnb.BnB method) (pyoptex.analysis.estimators.sams.bnb.sams_bnb.SamsBnB method) use_formulas (pyoptex.doe.cost_optimal.utils.Parameters attribute)

V

V_ (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor property) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor property) (pyoptex.analysis.estimators.simple_model.SimpleRegressor property) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin property) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin property) validate() (pyoptex.doe.cost_optimal.utils.Factor method) (pyoptex.doe.fixed_structure.utils.Factor method) (pyoptex.utils.factor.Factor method) (pyoptex.utils.factor.FactorMixin method) validate_plot_sizes() (in module pyoptex.doe.fixed_structure.splitk_plot.utils)

validate_state() (in module pyoptex.doe.cost_optimal.validation) (in module pyoptex.doe.fixed_structure.validation) Vinv (pyoptex.doe.cost_optimal.utils.State attribute) (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) (pyoptex.doe.fixed_structure.utils.Parameters attribute) Vinv_ (pyoptex.analysis.estimators.p_value_drop_model.PValueDropRegressor property) (pyoptex.analysis.estimators.sams.estimator.SamsRegressor property) (pyoptex.analysis.estimators.simple_model.SimpleRegressor property) (pyoptex.analysis.mixins.fit_mixin.MultiRegressionMixin property) (pyoptex.analysis.mixins.fit_mixin.RegressionMixin property) Vsqrt_inv() (in module pyoptex.analysis.estimators.sams.models.mixed_lm_model)

X

X (pyoptex.doe.cost_optimal.utils.State attribute) (pyoptex.doe.fixed_structure.utils.State attribute)

x2fx() (in module pyoptex.utils.design) Xi_old (pyoptex.doe.fixed_structure.splitk_plot.utils.Update attribute)

Y

Y (pyoptex.doe.cost_optimal.utils.State attribute) (pyoptex.doe.fixed_structure.utils.State attribute)

Y2X (pyoptex.doe.cost_optimal.codex.utils.FunctionSet attribute) (pyoptex.doe.cost_optimal.utils.FunctionSet attribute) (pyoptex.doe.fixed_structure.utils.FunctionSet attribute)

Z

Z (pyoptex.doe.fixed_structure.utils.RandomEffect attribute) Zs (pyoptex.doe.cost_optimal.utils.State attribute) (pyoptex.doe.fixed_structure.splitk_plot.utils.Parameters attribute) (pyoptex.doe.fixed_structure.utils.Parameters attribute)