MANIFEST.in
README.md
setup.py
mindware/__init__.py
mindware/__main__.py
mindware/automl.py
mindware/base_estimator.py
mindware/estimators.py
mindware/pkginfo.py
mindware.egg-info/PKG-INFO
mindware.egg-info/SOURCES.txt
mindware.egg-info/dependency_links.txt
mindware.egg-info/entry_points.txt
mindware.egg-info/requires.txt
mindware.egg-info/top_level.txt
mindware/blocks/__init__.py
mindware/blocks/abstract_block.py
mindware/blocks/alternating_block.py
mindware/blocks/block_utils.py
mindware/blocks/conditioning_block.py
mindware/blocks/joint_block.py
mindware/components/__init__.py
mindware/components/computation/__init__.py
mindware/components/computation/parallel_evaluator.py
mindware/components/computation/parallel_fetcher.py
mindware/components/computation/parallel_process.py
mindware/components/computation/base/__init__.py
mindware/components/computation/base/nondaemonic_processpool.py
mindware/components/ensemble/__init__.py
mindware/components/ensemble/bagging.py
mindware/components/ensemble/base_ensemble.py
mindware/components/ensemble/blending.py
mindware/components/ensemble/ensemble_bulider.py
mindware/components/ensemble/ensemble_selection.py
mindware/components/ensemble/stacking.py
mindware/components/ensemble/unnamed_ensemble.py
mindware/components/evaluators/__init__.py
mindware/components/evaluators/base_evaluator.py
mindware/components/evaluators/cls_evaluator.py
mindware/components/evaluators/evaluate_func.py
mindware/components/evaluators/rgs_evaluator.py
mindware/components/feature_engineering/__init__.py
mindware/components/feature_engineering/fe_pipeline.py
mindware/components/feature_engineering/parse.py
mindware/components/feature_engineering/task_space.py
mindware/components/feature_engineering/transformation_graph.py
mindware/components/feature_engineering/transformations/__init__.py
mindware/components/feature_engineering/transformations/base_transformer.py
mindware/components/feature_engineering/transformations/continous_discretizer.py
mindware/components/feature_engineering/transformations/discrete_categorizer.py
mindware/components/feature_engineering/transformations/empty_transformer.py
mindware/components/feature_engineering/transformations/merger.py
mindware/components/feature_engineering/transformations/utils.py
mindware/components/feature_engineering/transformations/balancer/__init__.py
mindware/components/feature_engineering/transformations/balancer/data_balancer.py
mindware/components/feature_engineering/transformations/balancer/smote_balancer.py
mindware/components/feature_engineering/transformations/balancer/weight_balancer.py
mindware/components/feature_engineering/transformations/generator/__init__.py
mindware/components/feature_engineering/transformations/generator/arithmetic_transformer.py
mindware/components/feature_engineering/transformations/generator/binary_transformer.py
mindware/components/feature_engineering/transformations/generator/cross_feature.py
mindware/components/feature_engineering/transformations/generator/fast_ica_decomposer.py
mindware/components/feature_engineering/transformations/generator/feature_agglomeration_decomposer.py
mindware/components/feature_engineering/transformations/generator/kernel_pca.py
mindware/components/feature_engineering/transformations/generator/kitchen_sinks.py
mindware/components/feature_engineering/transformations/generator/lda_decomposer.py
mindware/components/feature_engineering/transformations/generator/nystronem_sampler.py
mindware/components/feature_engineering/transformations/generator/pca_decomposer.py
mindware/components/feature_engineering/transformations/generator/polynomial_generator.py
mindware/components/feature_engineering/transformations/generator/polynomial_generator_regression.py
mindware/components/feature_engineering/transformations/generator/random_trees_embedding.py
mindware/components/feature_engineering/transformations/generator/svd_decomposer.py
mindware/components/feature_engineering/transformations/preprocessor/__init__.py
mindware/components/feature_engineering/transformations/preprocessor/image2vector.py
mindware/components/feature_engineering/transformations/preprocessor/imputer.py
mindware/components/feature_engineering/transformations/preprocessor/onehot_encoder.py
mindware/components/feature_engineering/transformations/preprocessor/text2bertvector.py
mindware/components/feature_engineering/transformations/preprocessor/text2vector.py
mindware/components/feature_engineering/transformations/rescaler/__init__.py
mindware/components/feature_engineering/transformations/rescaler/minmax.py
mindware/components/feature_engineering/transformations/rescaler/normalizer.py
mindware/components/feature_engineering/transformations/rescaler/quantile_transformer.py
mindware/components/feature_engineering/transformations/rescaler/robust.py
mindware/components/feature_engineering/transformations/rescaler/standard.py
mindware/components/feature_engineering/transformations/selector/__init__.py
mindware/components/feature_engineering/transformations/selector/extra_trees_based_selector.py
mindware/components/feature_engineering/transformations/selector/extra_trees_based_selector_regression.py
mindware/components/feature_engineering/transformations/selector/generic_univariate_selector.py
mindware/components/feature_engineering/transformations/selector/liblinear_based_selector.py
mindware/components/feature_engineering/transformations/selector/percentile_selector.py
mindware/components/feature_engineering/transformations/selector/percentile_selector_regression.py
mindware/components/feature_engineering/transformations/selector/rfe_selector.py
mindware/components/feature_engineering/transformations/selector/variance_selector.py
mindware/components/meta_learning/__init__.py
mindware/components/meta_learning/algorithm_recomendation/__init__.py
mindware/components/meta_learning/algorithm_recomendation/base_advisor.py
mindware/components/meta_learning/algorithm_recomendation/gbm_advisor.py
mindware/components/meta_learning/algorithm_recomendation/metadata_manager.py
mindware/components/meta_learning/algorithm_recomendation/ranknet_advisor.py
mindware/components/meta_learning/algorithm_recomendation/ranknet_advisor_torch.py
mindware/components/meta_learning/meta_feature/__init__.py
mindware/components/meta_learning/meta_feature/meta_feature.py
mindware/components/meta_learning/meta_feature/meta_features.py
mindware/components/meta_learning/meta_resource/meta_dataset_vec/cls_meta_dataset_algo2perf.pkl
mindware/components/meta_learning/meta_resource/meta_dataset_vec/cls_meta_dataset_embedding.pkl
mindware/components/meta_learning/meta_resource/meta_dataset_vec/rgs_meta_dataset_algo2perf.pkl
mindware/components/meta_learning/meta_resource/meta_dataset_vec/rgs_meta_dataset_embedding.pkl
mindware/components/meta_learning/meta_resource/meta_learner/ranknet_model_ranknet_bal_acc_none.pth
mindware/components/metrics/__init__.py
mindware/components/metrics/cls_metrics.py
mindware/components/metrics/metric.py
mindware/components/metrics/rgs_metrics.py
mindware/components/models/__init__.py
mindware/components/models/base_model.py
mindware/components/models/base_nn.py
mindware/components/models/classification/__init__.py
mindware/components/models/classification/adaboost.py
mindware/components/models/classification/extra_trees.py
mindware/components/models/classification/gradient_boosting.py
mindware/components/models/classification/k_nearest_neighbors.py
mindware/components/models/classification/lda.py
mindware/components/models/classification/liblinear_svc.py
mindware/components/models/classification/libsvm_svc.py
mindware/components/models/classification/lightgbm.py
mindware/components/models/classification/logistic_regression.py
mindware/components/models/classification/qda.py
mindware/components/models/classification/random_forest.py
mindware/components/models/imbalanced_classification/__init__.py
mindware/components/models/imbalanced_classification/balanced_bagging.py
mindware/components/models/imbalanced_classification/balanced_random_forest.py
mindware/components/models/imbalanced_classification/easy_ensemble.py
mindware/components/models/imbalanced_classification/rusboost.py
mindware/components/models/regression/__init__.py
mindware/components/models/regression/adaboost.py
mindware/components/models/regression/extra_trees.py
mindware/components/models/regression/gradient_boosting.py
mindware/components/models/regression/k_nearest_neighbors.py
mindware/components/models/regression/lasso_regression.py
mindware/components/models/regression/liblinear_svr.py
mindware/components/models/regression/libsvm_svr.py
mindware/components/models/regression/lightgbm.py
mindware/components/models/regression/random_forest.py
mindware/components/models/regression/ridge_regression.py
mindware/components/optimizers/__init__.py
mindware/components/optimizers/base_optimizer.py
mindware/components/optimizers/bohb_optimizer.py
mindware/components/optimizers/cashp_optimizer.py
mindware/components/optimizers/hpo_optimizer_builder.py
mindware/components/optimizers/mfse_optimizer.py
mindware/components/optimizers/psmac_optimizer.py
mindware/components/optimizers/random_search_optimizer.py
mindware/components/optimizers/smac_optimizer.py
mindware/components/optimizers/tlbo_optimizer.py
mindware/components/optimizers/tpe_optimizer.py
mindware/components/optimizers/base/__init__.py
mindware/components/optimizers/base/acq_optimizer.py
mindware/components/optimizers/base/acquisition.py
mindware/components/optimizers/base/base_epm.py
mindware/components/optimizers/base/bohbbase.py
mindware/components/optimizers/base/config_space_utils.py
mindware/components/optimizers/base/funcs.py
mindware/components/optimizers/base/hyperband.py
mindware/components/optimizers/base/mfsebase.py
mindware/components/optimizers/base/prob_rf.py
mindware/components/optimizers/base/prob_rf_cluster.py
mindware/components/transfer_learning/__init__.py
mindware/components/transfer_learning/tlbo/__init__.py
mindware/components/transfer_learning/tlbo/bo_optimizer.py
mindware/components/transfer_learning/tlbo/tlbo_optimizer.py
mindware/components/transfer_learning/tlbo/tlbo_taff_optimizer.py
mindware/components/transfer_learning/tlbo/tpe_optimizer.py
mindware/components/transfer_learning/tlbo/acquisition_function/__init__.py
mindware/components/transfer_learning/tlbo/acquisition_function/acquisition.py
mindware/components/transfer_learning/tlbo/acquisition_function/ta_acquisition.py
mindware/components/transfer_learning/tlbo/config_space/__init__.py
mindware/components/transfer_learning/tlbo/config_space/util.py
mindware/components/transfer_learning/tlbo/models/__init__.py
mindware/components/transfer_learning/tlbo/models/abstract_model.py
mindware/components/transfer_learning/tlbo/models/base_model.py
mindware/components/transfer_learning/tlbo/models/gp.py
mindware/components/transfer_learning/tlbo/models/gp_base_priors.py
mindware/components/transfer_learning/tlbo/models/gp_ensemble.py
mindware/components/transfer_learning/tlbo/models/gp_kernels.py
mindware/components/transfer_learning/tlbo/models/kde.py
mindware/components/transfer_learning/tlbo/models/rf_with_instances.py
mindware/components/transfer_learning/tlbo/optimizer/__init__.py
mindware/components/transfer_learning/tlbo/optimizer/ei_optimization.py
mindware/components/transfer_learning/tlbo/optimizer/random_configuration_chooser.py
mindware/components/transfer_learning/tlbo/priors/__init__.py
mindware/components/transfer_learning/tlbo/priors/base_prior.py
mindware/components/transfer_learning/tlbo/priors/default_priors.py
mindware/components/transfer_learning/tlbo/utils/__init__.py
mindware/components/transfer_learning/tlbo/utils/constants.py
mindware/components/transfer_learning/tlbo/utils/history_container.py
mindware/components/transfer_learning/tlbo/utils/limit.py
mindware/components/transfer_learning/tlbo/utils/logging.py
mindware/components/transfer_learning/tlbo/utils/normalization.py
mindware/components/transfer_learning/tlbo/utils/util_funcs.py
mindware/components/utils/__init__.py
mindware/components/utils/balancing.py
mindware/components/utils/class_loader.py
mindware/components/utils/config_parser.py
mindware/components/utils/configspace_utils.py
mindware/components/utils/constants.py
mindware/components/utils/dl_util.py
mindware/components/utils/image_util.py
mindware/components/utils/model_util.py
mindware/components/utils/operations.py
mindware/components/utils/text_util.py
mindware/components/utils/topk_saver.py
mindware/components/utils/utils.py
mindware/datasets/__init__.py
mindware/datasets/base_dataset.py
mindware/datasets/tabular_dataset.py
mindware/datasets/utils.py
mindware/utils/__init__.py
mindware/utils/constant.py
mindware/utils/data_manager.py
mindware/utils/decorators.py
mindware/utils/functions.py
mindware/utils/logging.yaml
mindware/utils/logging_utils.py
mindware/utils/metalearning.py
mindware/utils/thread_executor.py
mindware/utils/tpot_config.py
mindware/utils/models/__init__.py
mindware/utils/models/default_random_forest.py
mindware/utils/proc_thread/__init__.py
mindware/utils/proc_thread/proc_func.py
requirements/dev.txt
requirements/main.txt