AUTHORS.rst
CONTRIBUTING.rst
HISTORY.rst
LICENSE
MANIFEST.in
README.rst
setup.cfg
setup.py
docs/Makefile
docs/authors.rst
docs/conf.py
docs/constructed_features.png
docs/contributing.rst
docs/history.rst
docs/index.rst
docs/installation.rst
docs/make.bat
docs/readme.rst
docs/usage.rst
evolutionary_forest/__init__.py
evolutionary_forest/classifier.py
evolutionary_forest/feature_engineering.py
evolutionary_forest/forest.py
evolutionary_forest/learners.py
evolutionary_forest/multigene_gp.py
evolutionary_forest/preprocess_utils.py
evolutionary_forest/probability_gp.py
evolutionary_forest/sklearn_utils.py
evolutionary_forest/utils.py
evolutionary_forest.egg-info/PKG-INFO
evolutionary_forest.egg-info/SOURCES.txt
evolutionary_forest.egg-info/dependency_links.txt
evolutionary_forest.egg-info/not-zip-safe
evolutionary_forest.egg-info/requires.txt
evolutionary_forest.egg-info/top_level.txt
evolutionary_forest/analysis/__init__.py
evolutionary_forest/analysis/posthoc_pareto_front.py
evolutionary_forest/application/__init__.py
evolutionary_forest/application/baes_class.py
evolutionary_forest/application/gp_function_test.py
evolutionary_forest/application/time_series/__init__.py
evolutionary_forest/application/time_series/tiny_step_ts.py
evolutionary_forest/component/__init__.py
evolutionary_forest/component/adaptive_crossover.py
evolutionary_forest/component/archive.py
evolutionary_forest/component/configuration.py
evolutionary_forest/component/crossover_mutation.py
evolutionary_forest/component/environmental_selection.py
evolutionary_forest/component/evaluation.py
evolutionary_forest/component/fitness.py
evolutionary_forest/component/generation.py
evolutionary_forest/component/initialization.py
evolutionary_forest/component/normalizer.py
evolutionary_forest/component/primitive_controller.py
evolutionary_forest/component/primitive_functions.py
evolutionary_forest/component/racing_selection.py
evolutionary_forest/component/random_constant.py
evolutionary_forest/component/selection.py
evolutionary_forest/component/stateful_gp.py
evolutionary_forest/component/strategy.py
evolutionary_forest/component/subset_selection.py
evolutionary_forest/component/test_function.py
evolutionary_forest/component/toolbox.py
evolutionary_forest/component/tree_utils.py
evolutionary_forest/component/archive_operators/__init__.py
evolutionary_forest/component/archive_operators/cvt_map_elites_archive.py
evolutionary_forest/component/archive_operators/greedy_selection_archive.py
evolutionary_forest/component/archive_operators/grid_map_elites_archive.py
evolutionary_forest/component/archive_operators/important_features.py
evolutionary_forest/component/archive_operators/shapley_hof.py
evolutionary_forest/component/archive_operators/test_utils.py
evolutionary_forest/component/archive_operators/meta_learner/__init__.py
evolutionary_forest/component/archive_operators/meta_learner/bagging_meta_learner.py
evolutionary_forest/component/archive_operators/meta_learner/meta_base.py
evolutionary_forest/component/base_learner/__init__.py
evolutionary_forest/component/base_learner/in_context_learning.py
evolutionary_forest/component/base_learner/linear_scaling.py
evolutionary_forest/component/bloat_control/__init__.py
evolutionary_forest/component/bloat_control/alpha_dominance.py
evolutionary_forest/component/bloat_control/alpha_dominance_test.py
evolutionary_forest/component/bloat_control/depth_limit.py
evolutionary_forest/component/bloat_control/direct_semantic_approximation.py
evolutionary_forest/component/bloat_control/double_lexicase.py
evolutionary_forest/component/bloat_control/prune_and_plant.py
evolutionary_forest/component/bloat_control/semantic_hoist.py
evolutionary_forest/component/bloat_control/simple_simplification.py
evolutionary_forest/component/bloat_control/simplification.py
evolutionary_forest/component/bloat_control/tarpeian.py
evolutionary_forest/component/constant_optimization/__init__.py
evolutionary_forest/component/constant_optimization/random_constant.py
evolutionary_forest/component/crossover/__init__.py
evolutionary_forest/component/crossover/adaptive_feature_importance.py
evolutionary_forest/component/crossover/crossover_controller.py
evolutionary_forest/component/crossover/deep_semantic_lib.py
evolutionary_forest/component/crossover/diversity_based_crossover.py
evolutionary_forest/component/crossover/elite_learning.py
evolutionary_forest/component/crossover/feature_informed_crossover.py
evolutionary_forest/component/crossover/gradient_crossover.py
evolutionary_forest/component/crossover/importance_based_crossover.py
evolutionary_forest/component/crossover/intron_based_crossover.py
evolutionary_forest/component/crossover/kan.py
evolutionary_forest/component/crossover/marking_weights.py
evolutionary_forest/component/crossover/prefix_converter.py
evolutionary_forest/component/crossover/random_macro_crossover.py
evolutionary_forest/component/crossover/semantic_crossover.py
evolutionary_forest/component/decision_making/__init__.py
evolutionary_forest/component/decision_making/bend_angle_knee.py
evolutionary_forest/component/decision_making/euclidian_knee_selection.py
evolutionary_forest/component/decision_making/harmonic_rank.py
evolutionary_forest/component/decision_making/manhattan_knee.py
evolutionary_forest/component/decision_making/test_euclidian_knee_selection.py
evolutionary_forest/component/decision_making/utility_function.py
evolutionary_forest/component/deep_clustering/__init__.py
evolutionary_forest/component/deep_clustering/vae_clustering.py
evolutionary_forest/component/ensemble_learning/DREP.py
evolutionary_forest/component/ensemble_learning/__init__.py
evolutionary_forest/component/ensemble_learning/stacking_strategy.py
evolutionary_forest/component/ensemble_learning/test_DREP.py
evolutionary_forest/component/ensemble_learning/utils.py
evolutionary_forest/component/ensemble_selection/DSE.py
evolutionary_forest/component/ensemble_selection/RF_DSE.py
evolutionary_forest/component/ensemble_selection/__init__.py
evolutionary_forest/component/ensemble_selection/dns_selection.py
evolutionary_forest/component/ensemble_selection/dpp_selection.py
evolutionary_forest/component/ensemble_selection/dynamic_ensemble_selection/__init__.py
evolutionary_forest/component/ensemble_selection/dynamic_ensemble_selection/deep_des.py
evolutionary_forest/component/ensemble_selection/dynamic_ensemble_selection/simple_des.py
evolutionary_forest/component/equation_learner/__init__.py
evolutionary_forest/component/equation_learner/eql.py
evolutionary_forest/component/equation_learner/eql_util.py
evolutionary_forest/component/equation_learner/gp_util.py
evolutionary_forest/component/equation_learner/sam.py
evolutionary_forest/component/equation_learner/subsample_high_dimensional_dataset.py
evolutionary_forest/component/equation_learner/sympy_parser.py
evolutionary_forest/component/equation_learner/utils/__init__.py
evolutionary_forest/component/equation_learner/utils/functions.py
evolutionary_forest/component/equation_learner/utils/pretty_print.py
evolutionary_forest/component/equation_learner/utils/regularization.py
evolutionary_forest/component/equation_learner/utils/symbolic_network.py
evolutionary_forest/component/external_archive/__init__.py
evolutionary_forest/component/external_archive/mutliobjective_archive.py
evolutionary_forest/component/external_archive/semantic_library_mode_controller.py
evolutionary_forest/component/function_selection/__init__.py
evolutionary_forest/component/function_selection/community_detection.py
evolutionary_forest/component/function_selection/prior/__init__.py
evolutionary_forest/component/function_selection/prior/one_stage_selection.py
evolutionary_forest/component/function_selection/two_stage/__init__.py
evolutionary_forest/component/function_selection/two_stage/two_stage_shapley.py
evolutionary_forest/component/generalization/__init__.py
evolutionary_forest/component/generalization/decision_tool.py
evolutionary_forest/component/generalization/iodc.py
evolutionary_forest/component/generalization/local_sensitive_shuffle.py
evolutionary_forest/component/generalization/optimal_transport.py
evolutionary_forest/component/generalization/pac_bayesian.py
evolutionary_forest/component/generalization/pac_bayesian_tool.py
evolutionary_forest/component/generalization/rademacher_complexity.py
evolutionary_forest/component/generalization/simplified_rademacher.py
evolutionary_forest/component/generalization/smoothness.py
evolutionary_forest/component/generalization/vc_dimension.py
evolutionary_forest/component/generalization/vc_dimension_test.py
evolutionary_forest/component/generalization/wcrv.py
evolutionary_forest/component/generalization/wknn.py
evolutionary_forest/component/generalization/cache/__init__.py
evolutionary_forest/component/generalization/cache/radius_neighbor_cache.py
evolutionary_forest/component/generalization/cache/sharpness_memory.py
evolutionary_forest/component/generalization/mixup_utils/__init__.py
evolutionary_forest/component/generalization/mixup_utils/automatic_mixup.py
evolutionary_forest/component/generalization/mixup_utils/extrapolation.py
evolutionary_forest/component/generalization/mixup_utils/mixup_mode_check.py
evolutionary_forest/component/generalization/mixup_utils/rbf_rule.py
evolutionary_forest/component/generalization/mixup_utils/safety_mixup.py
evolutionary_forest/component/generalization/pac_utils/__init__.py
evolutionary_forest/component/generalization/pac_utils/random_node_selection.py
evolutionary_forest/component/generalization/sharpness_utils/__init__.py
evolutionary_forest/component/generalization/sharpness_utils/sharpness_utils.py
evolutionary_forest/component/generalization/util/__init__.py
evolutionary_forest/component/generalization/util/dropout.py
evolutionary_forest/component/gradient_optimization/__init__.py
evolutionary_forest/component/gradient_optimization/gradient_descent.py
evolutionary_forest/component/gradient_optimization/linear_scaling.py
evolutionary_forest/component/llm/__init__.py
evolutionary_forest/component/llm/gp_tree_converter.py
evolutionary_forest/component/llm/llm_crossover.py
evolutionary_forest/component/llm/llm_tools.py
evolutionary_forest/component/log_tool/__init__.py
evolutionary_forest/component/log_tool/semantic_lib_log.py
evolutionary_forest/component/mating_selection/KnEA.py
evolutionary_forest/component/mating_selection/__init__.py
evolutionary_forest/component/mutation/__init__.py
evolutionary_forest/component/mutation/common.py
evolutionary_forest/component/mutation/learning_based_mutation.py
evolutionary_forest/component/mutation/transformer_based_mutation.py
evolutionary_forest/component/mutation/tree_addition_or_deletion.py
evolutionary_forest/component/mutation/tree_replacement.py
evolutionary_forest/component/post_processing/__init__.py
evolutionary_forest/component/post_processing/value_alignment.py
evolutionary_forest/component/pre_processing/__init__.py
evolutionary_forest/component/pre_processing/binning_encoder.py
evolutionary_forest/component/selection_operators/Boltzmann.py
evolutionary_forest/component/selection_operators/__init__.py
evolutionary_forest/component/selection_operators/batch_tournament_selection.py
evolutionary_forest/component/selection_operators/competitive_lexicase.py
evolutionary_forest/component/selection_operators/cps_fast.py
evolutionary_forest/component/selection_operators/curriculum_learning.py
evolutionary_forest/component/selection_operators/da_lexicase.py
evolutionary_forest/component/selection_operators/dqn_selection.py
evolutionary_forest/component/selection_operators/informed_lexicase.py
evolutionary_forest/component/selection_operators/lexicase_pareto_tournament.py
evolutionary_forest/component/selection_operators/map_elites.py
evolutionary_forest/component/selection_operators/minimum_variance_lexicase.py
evolutionary_forest/component/selection_operators/niche_base_selection.py
evolutionary_forest/component/selection_operators/non_dominated_sorting.py
evolutionary_forest/component/selection_operators/p_lexicase.py
evolutionary_forest/component/selection_operators/pareto_tournament.py
evolutionary_forest/component/selection_operators/rds_tournament.py
evolutionary_forest/component/selection_operators/rl_selection.py
evolutionary_forest/component/semantic_library/__init__.py
evolutionary_forest/component/semantic_library/scheduling_function.py
evolutionary_forest/component/semantic_library/surrogate.py
evolutionary_forest/component/semantic_library/surrogate_tool.py
evolutionary_forest/component/semantic_library/sympy_converter.py
evolutionary_forest/component/semantic_library/top_level_regressor.py
evolutionary_forest/component/stgp/__init__.py
evolutionary_forest/component/stgp/categorical_processor.py
evolutionary_forest/component/stgp/constant_biased_tree_generation.py
evolutionary_forest/component/stgp/fast_binary_encoder.py
evolutionary_forest/component/stgp/feature_crossing.py
evolutionary_forest/component/stgp/shared_type.py
evolutionary_forest/component/stgp/smooth_scaler.py
evolutionary_forest/component/stgp/strong_type_generation.py
evolutionary_forest/component/stgp/strongly_type_gp_utility.py
evolutionary_forest/component/test_suite/__init__.py
evolutionary_forest/component/test_suite/basic_primitive_test.py
evolutionary_forest/component/variation/__init__.py
evolutionary_forest/component/variation/variation_util.py
evolutionary_forest/component/verification/__init__.py
evolutionary_forest/component/verification/configuration_check.py
evolutionary_forest/model/ASGAN.py
evolutionary_forest/model/ArgMaxClassifier.py
evolutionary_forest/model/DDPM.py
evolutionary_forest/model/FeatureClipper.py
evolutionary_forest/model/LightGBMCV.py
evolutionary_forest/model/MTL.py
evolutionary_forest/model/MahalanobisNearestCentroid.py
evolutionary_forest/model/MixupPredictor.py
evolutionary_forest/model/OODKNN.py
evolutionary_forest/model/OptimalKNN.py
evolutionary_forest/model/PLTree.py
evolutionary_forest/model/RBFN.py
evolutionary_forest/model/RidgeFeatureSelector.py
evolutionary_forest/model/RidgeGCV.py
evolutionary_forest/model/SafeRidgeCV.py
evolutionary_forest/model/SafetyLR.py
evolutionary_forest/model/SafetyScaler.py
evolutionary_forest/model/TSK.py
evolutionary_forest/model/VAE.py
evolutionary_forest/model/WKNN.py
evolutionary_forest/model/WeightedRidgeCV.py
evolutionary_forest/model/__init__.py
evolutionary_forest/model/attention_layer.py
evolutionary_forest/model/causal_transformer_decoder.py
evolutionary_forest/model/cosine_kmeans.py
evolutionary_forest/model/gp_tree_wrapper.py
evolutionary_forest/model/linear_regression.py
evolutionary_forest/model/sample.py
evolutionary_forest/model/train.py
evolutionary_forest/model/utils_train.py
evolutionary_forest/model/weight_solver.py
evolutionary_forest/model/clustering/__init__.py
evolutionary_forest/model/clustering/optimal_k.py
evolutionary_forest/model/clustering/shapley_pruning.py
evolutionary_forest/model/ddpm_lib/__init__.py
evolutionary_forest/model/ddpm_lib/data.py
evolutionary_forest/model/ddpm_lib/deep.py
evolutionary_forest/model/ddpm_lib/env.py
evolutionary_forest/model/ddpm_lib/metrics.py
evolutionary_forest/model/ddpm_lib/util.py
evolutionary_forest/model/knn/AutoKNN.py
evolutionary_forest/model/knn/FaissKNNRegressor.py
evolutionary_forest/model/knn/LPPKNN.py
evolutionary_forest/model/knn/PLSKNN.py
evolutionary_forest/model/knn/__init__.py
evolutionary_forest/model/knn/knn_controller.py
evolutionary_forest/model/knn/laplacian_kernel.py
evolutionary_forest/model/optimal_knn/DSOptimalKNN.py
evolutionary_forest/model/optimal_knn/GBOptimalKNN.py
evolutionary_forest/model/optimal_knn/__init__.py
evolutionary_forest/model/optimal_knn/mixup_regression.py
evolutionary_forest/model/optimal_knn/plot_optimal_distance.py
evolutionary_forest/model/optimal_knn/smart_sampling.py
evolutionary_forest/model/tab_ddpm/__init__.py
evolutionary_forest/model/tab_ddpm/gaussian_multinomial_diffsuion.py
evolutionary_forest/model/tab_ddpm/modules.py
evolutionary_forest/model/tab_ddpm/utils.py
evolutionary_forest/model/uncertainty/__init__.py
evolutionary_forest/model/uncertainty/uncertainty_regression.py
evolutionary_forest/preprocessing/SigmoidTransformer.py
evolutionary_forest/preprocessing/__init__.py
evolutionary_forest/preprocessing/bound_transformer.py
evolutionary_forest/preprocessing/transformation.py
evolutionary_forest/strategies/__init__.py
evolutionary_forest/strategies/adaptive_operator_selection.py
evolutionary_forest/strategies/adaptive_rate.py
evolutionary_forest/strategies/auto_sam.py
evolutionary_forest/strategies/estimation_of_distribution.py
evolutionary_forest/strategies/hist_loss.py
evolutionary_forest/strategies/identical_trees_reduction.py
evolutionary_forest/strategies/instance_weighting.py
evolutionary_forest/strategies/int_scaler.py
evolutionary_forest/strategies/multiarm_bandit.py
evolutionary_forest/strategies/multifidelity_evaluation.py
evolutionary_forest/strategies/prune_strategy.py
evolutionary_forest/strategies/subset_transfer.py
evolutionary_forest/strategies/surrogate_model.py
evolutionary_forest/strategies/meta_surrogate/__init__.py
evolutionary_forest/strategies/meta_surrogate/individual_level.py
evolutionary_forest/strategies/meta_surrogate/meta_surrogate_model.py
evolutionary_forest/strategies/meta_surrogate/tree_level.py
evolutionary_forest/strategies/surrogate_models/__init__.py
evolutionary_forest/strategies/surrogate_models/sharpness_surrogate.py
evolutionary_forest/utility/__init__.py
evolutionary_forest/utility/adaptive_decision_tree.py
evolutionary_forest/utility/adaptive_parameter_selection.py
evolutionary_forest/utility/check_util.py
evolutionary_forest/utility/classification_utils.py
evolutionary_forest/utility/compression_utils.py
evolutionary_forest/utility/deletion_utils.py
evolutionary_forest/utility/estimator_feature_importance.py
evolutionary_forest/utility/evomal_loss.py
evolutionary_forest/utility/feature_engineering_utils.py
evolutionary_forest/utility/feature_importance_util.py
evolutionary_forest/utility/feature_selection.py
evolutionary_forest/utility/fix_rare_variables.py
evolutionary_forest/utility/larmark_constant.py
evolutionary_forest/utility/log_util.py
evolutionary_forest/utility/lru_cache.py
evolutionary_forest/utility/machine_learning_utils.py
evolutionary_forest/utility/mlp_library.py
evolutionary_forest/utility/model_analysis_util.py
evolutionary_forest/utility/multi_tree_utils.py
evolutionary_forest/utility/normalization_tool.py
evolutionary_forest/utility/online_gaussian.py
evolutionary_forest/utility/ood_split.py
evolutionary_forest/utility/ood_split_test.py
evolutionary_forest/utility/population_analysis.py
evolutionary_forest/utility/priority_queue.py
evolutionary_forest/utility/pseduo_random.py
evolutionary_forest/utility/r2_drop_importance.py
evolutionary_forest/utility/sampling_utils.py
evolutionary_forest/utility/selection_util.py
evolutionary_forest/utility/semantic_back_propogation.py
evolutionary_forest/utility/semantic_feature_importance.py
evolutionary_forest/utility/shapley_tool.py
evolutionary_forest/utility/skew_transformer.py
evolutionary_forest/utility/sliced_predictor.py
evolutionary_forest/utility/timing.py
evolutionary_forest/utility/tree_parsing.py
evolutionary_forest/utility/tree_pool.py
evolutionary_forest/utility/tree_size_counter.py
evolutionary_forest/utility/wasserstein_distance.py
evolutionary_forest/utility/weighted_regression.py
evolutionary_forest/utility/eql_hybrid/__init__.py
evolutionary_forest/utility/eql_hybrid/eql_hybrid_utils.py
evolutionary_forest/utility/feature_importance/__init__.py
evolutionary_forest/utility/feature_importance/aggregation.py
evolutionary_forest/utility/gradient_optimization/__init__.py
evolutionary_forest/utility/gradient_optimization/scaling.py
evolutionary_forest/utility/memory/__init__.py
evolutionary_forest/utility/memory/instance_selection.py
evolutionary_forest/utility/metric/__init__.py
evolutionary_forest/utility/metric/distance_metric.py
evolutionary_forest/utility/metric/evaluation_metric.py
evolutionary_forest/utility/metric/moving_average.py
evolutionary_forest/utility/metric/visualization.py
evolutionary_forest/utility/mlp_tools/__init__.py
evolutionary_forest/utility/mlp_tools/info_nce.py
evolutionary_forest/utility/mlp_tools/kd_tree_classifier.py
evolutionary_forest/utility/mlp_tools/mlp_utils.py
evolutionary_forest/utility/multiobjective/__init__.py
evolutionary_forest/utility/multiobjective/fitness_normalization.py
evolutionary_forest/utility/retrieve_nn/__init__.py
evolutionary_forest/utility/retrieve_nn/quick_retrive.py
evolutionary_forest/utility/scaler/OneHotStandardScaler.py
evolutionary_forest/utility/scaler/StandardPCA.py
evolutionary_forest/utility/scaler/StandardScaler.py
evolutionary_forest/utility/scaler/__init__.py
evolutionary_forest/utility/statistics/__init__.py
evolutionary_forest/utility/statistics/exploration_exploitation_ratio.py
evolutionary_forest/utility/statistics/feature_count.py
evolutionary_forest/utility/statistics/negative_slope.py
evolutionary_forest/utility/statistics/variance_tool.py
evolutionary_forest/utility/test/__init__.py
evolutionary_forest/utility/test/test_semantic_library.py
evolutionary_forest/utility/tree_pool_util/__init__.py
evolutionary_forest/utility/tree_pool_util/adaptive_instance_selection.py
evolutionary_forest/utility/tree_pool_util/ball_tree.py
evolutionary_forest/utility/tree_pool_util/tree_pool_update_tool.py
evolutionary_forest/utility/tree_utils/__init__.py
evolutionary_forest/utility/tree_utils/list_to_tree.py
evolutionary_forest/utility/visualization/__init__.py
evolutionary_forest/utility/visualization/lsh.py
evolutionary_forest/utility/visualization/pareto_front_tool.py
tests/__init__.py
tests/test_evolutionary_forest.py