README.md
setup.py
sktmls/__init__.py
sktmls/mls_client.py
sktmls/mls_env.py
sktmls/model_registry.py
sktmls.egg-info/PKG-INFO
sktmls.egg-info/SOURCES.txt
sktmls.egg-info/dependency_links.txt
sktmls.egg-info/requires.txt
sktmls.egg-info/top_level.txt
sktmls/apis/__init__.py
sktmls/apis/conversion_tracking_api.py
sktmls/apis/profile_api.py
sktmls/apis/recommendation_api.py
sktmls/autogluon/__init__.py
sktmls/autogluon/core/__init__.py
sktmls/autogluon/core/decorator.py
sktmls/autogluon/core/loss.py
sktmls/autogluon/core/optimizer.py
sktmls/autogluon/core/space.py
sktmls/autogluon/core/task.py
sktmls/autogluon/scheduler/__init__.py
sktmls/autogluon/scheduler/fifo.py
sktmls/autogluon/scheduler/hyperband.py
sktmls/autogluon/scheduler/hyperband_promotion.py
sktmls/autogluon/scheduler/hyperband_stopping.py
sktmls/autogluon/scheduler/reporter.py
sktmls/autogluon/scheduler/rl_scheduler.py
sktmls/autogluon/scheduler/scheduler.py
sktmls/autogluon/scheduler/remote/__init__.py
sktmls/autogluon/scheduler/remote/cli.py
sktmls/autogluon/scheduler/remote/dask_scheduler.py
sktmls/autogluon/scheduler/remote/remote.py
sktmls/autogluon/scheduler/remote/remote_manager.py
sktmls/autogluon/scheduler/remote/ssh_helper.py
sktmls/autogluon/scheduler/resource/__init__.py
sktmls/autogluon/scheduler/resource/dist_manager.py
sktmls/autogluon/scheduler/resource/nvutil.py
sktmls/autogluon/scheduler/resource/resource.py
sktmls/autogluon/searcher/__init__.py
sktmls/autogluon/searcher/gp_searcher.py
sktmls/autogluon/searcher/grid_searcher.py
sktmls/autogluon/searcher/rl_controller.py
sktmls/autogluon/searcher/searcher.py
sktmls/autogluon/searcher/searcher_factory.py
sktmls/autogluon/searcher/skopt_searcher.py
sktmls/autogluon/searcher/bayesopt/__init__.py
sktmls/autogluon/searcher/bayesopt/autogluon/__init__.py
sktmls/autogluon/searcher/bayesopt/autogluon/config_ext.py
sktmls/autogluon/searcher/bayesopt/autogluon/debug_log.py
sktmls/autogluon/searcher/bayesopt/autogluon/gp_fifo_searcher.py
sktmls/autogluon/searcher/bayesopt/autogluon/gp_multifidelity_searcher.py
sktmls/autogluon/searcher/bayesopt/autogluon/gp_profiling.py
sktmls/autogluon/searcher/bayesopt/autogluon/hp_ranges.py
sktmls/autogluon/searcher/bayesopt/autogluon/model_factories.py
sktmls/autogluon/searcher/bayesopt/autogluon/searcher_factory.py
sktmls/autogluon/searcher/bayesopt/datatypes/__init__.py
sktmls/autogluon/searcher/bayesopt/datatypes/common.py
sktmls/autogluon/searcher/bayesopt/datatypes/hp_ranges.py
sktmls/autogluon/searcher/bayesopt/datatypes/scaling.py
sktmls/autogluon/searcher/bayesopt/datatypes/tuning_job_state.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/__init__.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/comparison_gpy.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/constants.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/custom_op.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/debug_gp_regression.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/distribution.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/gluon_blocks_helpers.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/gp_model.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/gp_regression.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/gpr_mcmc.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/likelihood.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/mean.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/optimization_utils.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/poster_state_incremental.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/posterior_state.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/posterior_utils.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/slice.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/utils.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/warping.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/kernel/__init__.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/kernel/base.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/kernel/coregionalization.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/kernel/exponential_decay.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/kernel/fabolas.py
sktmls/autogluon/searcher/bayesopt/gpmxnet/kernel/product_kernel.py
sktmls/autogluon/searcher/bayesopt/models/__init__.py
sktmls/autogluon/searcher/bayesopt/models/gpmxnet.py
sktmls/autogluon/searcher/bayesopt/models/gpmxnet_skipopt.py
sktmls/autogluon/searcher/bayesopt/models/gpmxnet_transformers.py
sktmls/autogluon/searcher/bayesopt/models/mxhead_acqfunc.py
sktmls/autogluon/searcher/bayesopt/models/mxnet_base.py
sktmls/autogluon/searcher/bayesopt/models/nphead_acqfunc.py
sktmls/autogluon/searcher/bayesopt/tuning_algorithms/__init__.py
sktmls/autogluon/searcher/bayesopt/tuning_algorithms/base_classes.py
sktmls/autogluon/searcher/bayesopt/tuning_algorithms/bo_algorithm.py
sktmls/autogluon/searcher/bayesopt/tuning_algorithms/bo_algorithm_components.py
sktmls/autogluon/searcher/bayesopt/tuning_algorithms/common.py
sktmls/autogluon/searcher/bayesopt/tuning_algorithms/default_algorithm.py
sktmls/autogluon/searcher/bayesopt/utils/__init__.py
sktmls/autogluon/searcher/bayesopt/utils/density.py
sktmls/autogluon/searcher/bayesopt/utils/duplicate_detector.py
sktmls/autogluon/searcher/bayesopt/utils/test_objects.py
sktmls/autogluon/task/__init__.py
sktmls/autogluon/task/base/__init__.py
sktmls/autogluon/task/base/base_predictor.py
sktmls/autogluon/task/base/base_task.py
sktmls/autogluon/task/tabular_prediction/__init__.py
sktmls/autogluon/task/tabular_prediction/dataset.py
sktmls/autogluon/task/tabular_prediction/hyperparameter_configs.py
sktmls/autogluon/task/tabular_prediction/predictor.py
sktmls/autogluon/task/tabular_prediction/presets_configs.py
sktmls/autogluon/task/tabular_prediction/tabular_prediction.py
sktmls/autogluon/utils/__init__.py
sktmls/autogluon/utils/augment.py
sktmls/autogluon/utils/custom_process.py
sktmls/autogluon/utils/custom_queue.py
sktmls/autogluon/utils/dataloader.py
sktmls/autogluon/utils/dataset.py
sktmls/autogluon/utils/default_arguments.py
sktmls/autogluon/utils/defaultdict.py
sktmls/autogluon/utils/deprecate.py
sktmls/autogluon/utils/edict.py
sktmls/autogluon/utils/file_helper.py
sktmls/autogluon/utils/files.py
sktmls/autogluon/utils/learning_rate.py
sktmls/autogluon/utils/miscs.py
sktmls/autogluon/utils/mxutils.py
sktmls/autogluon/utils/openml_download.py
sktmls/autogluon/utils/pil_transforms.py
sktmls/autogluon/utils/plot_network.py
sktmls/autogluon/utils/plots.py
sktmls/autogluon/utils/serialization.py
sktmls/autogluon/utils/sync_remote.py
sktmls/autogluon/utils/tqdm.py
sktmls/autogluon/utils/try_import.py
sktmls/autogluon/utils/util_decorator.py
sktmls/autogluon/utils/tabular/__init__.py
sktmls/autogluon/utils/tabular/data/__init__.py
sktmls/autogluon/utils/tabular/data/cleaner.py
sktmls/autogluon/utils/tabular/data/label_cleaner.py
sktmls/autogluon/utils/tabular/data/utils.py
sktmls/autogluon/utils/tabular/features/__init__.py
sktmls/autogluon/utils/tabular/features/add_datepart_helper.py
sktmls/autogluon/utils/tabular/features/binning.py
sktmls/autogluon/utils/tabular/features/feature_metadata.py
sktmls/autogluon/utils/tabular/features/types.py
sktmls/autogluon/utils/tabular/features/utils.py
sktmls/autogluon/utils/tabular/features/vectorizers.py
sktmls/autogluon/utils/tabular/features/generators/__init__.py
sktmls/autogluon/utils/tabular/features/generators/abstract.py
sktmls/autogluon/utils/tabular/features/generators/astype.py
sktmls/autogluon/utils/tabular/features/generators/auto_ml_pipeline.py
sktmls/autogluon/utils/tabular/features/generators/binned.py
sktmls/autogluon/utils/tabular/features/generators/bulk.py
sktmls/autogluon/utils/tabular/features/generators/category.py
sktmls/autogluon/utils/tabular/features/generators/datetime.py
sktmls/autogluon/utils/tabular/features/generators/drop_duplicates.py
sktmls/autogluon/utils/tabular/features/generators/drop_unique.py
sktmls/autogluon/utils/tabular/features/generators/dummy.py
sktmls/autogluon/utils/tabular/features/generators/fillna.py
sktmls/autogluon/utils/tabular/features/generators/identity.py
sktmls/autogluon/utils/tabular/features/generators/label_encoder.py
sktmls/autogluon/utils/tabular/features/generators/memory_minimize.py
sktmls/autogluon/utils/tabular/features/generators/pipeline.py
sktmls/autogluon/utils/tabular/features/generators/rename.py
sktmls/autogluon/utils/tabular/features/generators/text_ngram.py
sktmls/autogluon/utils/tabular/features/generators/text_special.py
sktmls/autogluon/utils/tabular/metrics/__init__.py
sktmls/autogluon/utils/tabular/metrics/classification_metrics.py
sktmls/autogluon/utils/tabular/metrics/softclass_metrics.py
sktmls/autogluon/utils/tabular/metrics/util.py
sktmls/autogluon/utils/tabular/ml/__init__.py
sktmls/autogluon/utils/tabular/ml/constants.py
sktmls/autogluon/utils/tabular/ml/utils.py
sktmls/autogluon/utils/tabular/ml/augmentation/__init__.py
sktmls/autogluon/utils/tabular/ml/augmentation/distill_utils.py
sktmls/autogluon/utils/tabular/ml/learner/__init__.py
sktmls/autogluon/utils/tabular/ml/learner/abstract_learner.py
sktmls/autogluon/utils/tabular/ml/learner/default_learner.py
sktmls/autogluon/utils/tabular/ml/models/__init__.py
sktmls/autogluon/utils/tabular/ml/models/utils.py
sktmls/autogluon/utils/tabular/ml/models/abstract/__init__.py
sktmls/autogluon/utils/tabular/ml/models/abstract/abstract_model.py
sktmls/autogluon/utils/tabular/ml/models/abstract/model_trial.py
sktmls/autogluon/utils/tabular/ml/models/catboost/__init__.py
sktmls/autogluon/utils/tabular/ml/models/catboost/catboost_model.py
sktmls/autogluon/utils/tabular/ml/models/catboost/catboost_softclass_utils.py
sktmls/autogluon/utils/tabular/ml/models/catboost/catboost_utils.py
sktmls/autogluon/utils/tabular/ml/models/catboost/hyperparameters/__init__.py
sktmls/autogluon/utils/tabular/ml/models/catboost/hyperparameters/parameters.py
sktmls/autogluon/utils/tabular/ml/models/catboost/hyperparameters/searchspaces.py
sktmls/autogluon/utils/tabular/ml/models/ensemble/__init__.py
sktmls/autogluon/utils/tabular/ml/models/ensemble/bagged_ensemble_model.py
sktmls/autogluon/utils/tabular/ml/models/ensemble/greedy_weighted_ensemble_model.py
sktmls/autogluon/utils/tabular/ml/models/ensemble/stacker_ensemble_model.py
sktmls/autogluon/utils/tabular/ml/models/ensemble/weighted_ensemble_model.py
sktmls/autogluon/utils/tabular/ml/models/fastainn/__init__.py
sktmls/autogluon/utils/tabular/ml/models/fastainn/callbacks.py
sktmls/autogluon/utils/tabular/ml/models/fastainn/tabular_nn_fastai.py
sktmls/autogluon/utils/tabular/ml/models/fastainn/hyperparameters/__init__.py
sktmls/autogluon/utils/tabular/ml/models/fastainn/hyperparameters/parameters.py
sktmls/autogluon/utils/tabular/ml/models/fastainn/hyperparameters/searchspaces.py
sktmls/autogluon/utils/tabular/ml/models/knn/__init__.py
sktmls/autogluon/utils/tabular/ml/models/knn/knn_model.py
sktmls/autogluon/utils/tabular/ml/models/knn/knn_utils.py
sktmls/autogluon/utils/tabular/ml/models/lgb/__init__.py
sktmls/autogluon/utils/tabular/ml/models/lgb/callbacks.py
sktmls/autogluon/utils/tabular/ml/models/lgb/lgb_model.py
sktmls/autogluon/utils/tabular/ml/models/lgb/lgb_utils.py
sktmls/autogluon/utils/tabular/ml/models/lgb/hyperparameters/__init__.py
sktmls/autogluon/utils/tabular/ml/models/lgb/hyperparameters/lgb_trial.py
sktmls/autogluon/utils/tabular/ml/models/lgb/hyperparameters/parameters.py
sktmls/autogluon/utils/tabular/ml/models/lgb/hyperparameters/searchspaces.py
sktmls/autogluon/utils/tabular/ml/models/lr/__init__.py
sktmls/autogluon/utils/tabular/ml/models/lr/lr_model.py
sktmls/autogluon/utils/tabular/ml/models/lr/lr_preprocessing_utils.py
sktmls/autogluon/utils/tabular/ml/models/lr/hyperparameters/__init__.py
sktmls/autogluon/utils/tabular/ml/models/lr/hyperparameters/parameters.py
sktmls/autogluon/utils/tabular/ml/models/lr/hyperparameters/searchspaces.py
sktmls/autogluon/utils/tabular/ml/models/rf/__init__.py
sktmls/autogluon/utils/tabular/ml/models/rf/rf_model.py
sktmls/autogluon/utils/tabular/ml/models/tabular_nn/__init__.py
sktmls/autogluon/utils/tabular/ml/models/tabular_nn/categorical_encoders.py
sktmls/autogluon/utils/tabular/ml/models/tabular_nn/embednet.py
sktmls/autogluon/utils/tabular/ml/models/tabular_nn/tabular_nn_dataset.py
sktmls/autogluon/utils/tabular/ml/models/tabular_nn/tabular_nn_model.py
sktmls/autogluon/utils/tabular/ml/models/tabular_nn/tabular_nn_trial.py
sktmls/autogluon/utils/tabular/ml/models/tabular_nn/hyperparameters/__init__.py
sktmls/autogluon/utils/tabular/ml/models/tabular_nn/hyperparameters/parameters.py
sktmls/autogluon/utils/tabular/ml/models/tabular_nn/hyperparameters/searchspaces.py
sktmls/autogluon/utils/tabular/ml/models/xt/__init__.py
sktmls/autogluon/utils/tabular/ml/models/xt/xt_model.py
sktmls/autogluon/utils/tabular/ml/trainer/__init__.py
sktmls/autogluon/utils/tabular/ml/trainer/abstract_trainer.py
sktmls/autogluon/utils/tabular/ml/trainer/auto_trainer.py
sktmls/autogluon/utils/tabular/ml/trainer/model_presets/__init__.py
sktmls/autogluon/utils/tabular/ml/trainer/model_presets/presets.py
sktmls/autogluon/utils/tabular/ml/trainer/model_presets/presets_custom.py
sktmls/autogluon/utils/tabular/ml/trainer/model_presets/presets_distill.py
sktmls/autogluon/utils/tabular/ml/tuning/__init__.py
sktmls/autogluon/utils/tabular/ml/tuning/ensemble_selection.py
sktmls/autogluon/utils/tabular/ml/tuning/feature_pruner.py
sktmls/autogluon/utils/tabular/utils/__init__.py
sktmls/autogluon/utils/tabular/utils/decorators.py
sktmls/autogluon/utils/tabular/utils/exceptions.py
sktmls/autogluon/utils/tabular/utils/multiprocessing_utils.py
sktmls/autogluon/utils/tabular/utils/s3_utils.py
sktmls/autogluon/utils/tabular/utils/loaders/__init__.py
sktmls/autogluon/utils/tabular/utils/loaders/load_pd.py
sktmls/autogluon/utils/tabular/utils/loaders/load_pkl.py
sktmls/autogluon/utils/tabular/utils/loaders/load_pointer.py
sktmls/autogluon/utils/tabular/utils/loaders/load_s3.py
sktmls/autogluon/utils/tabular/utils/savers/__init__.py
sktmls/autogluon/utils/tabular/utils/savers/save_json.py
sktmls/autogluon/utils/tabular/utils/savers/save_pd.py
sktmls/autogluon/utils/tabular/utils/savers/save_pkl.py
sktmls/autogluon/utils/tabular/utils/savers/save_pointer.py
sktmls/channels/__init__.py
sktmls/channels/channel.py
sktmls/clients/__init__.py
sktmls/clients/client.py
sktmls/components/__init__.py
sktmls/components/component.py
sktmls/config/__init__.py
sktmls/data_status/__init__.py
sktmls/data_status/status.py
sktmls/datasets/__init__.py
sktmls/datasets/dataset.py
sktmls/dimensions/__init__.py
sktmls/dimensions/dimension.py
sktmls/dynamodb/__init__.py
sktmls/dynamodb/dynamodb.py
sktmls/experiments/__init__.py
sktmls/experiments/experiment.py
sktmls/filters/__init__.py
sktmls/filters/filter.py
sktmls/meta_tables/__init__.py
sktmls/meta_tables/meta_table.py
sktmls/ml_features/__init__.py
sktmls/ml_features/ml_feature.py
sktmls/models/__init__.py
sktmls/models/ml_model.py
sktmls/models/mls_model.py
sktmls/models/mls_trainable.py
sktmls/models/automl/__init__.py
sktmls/models/automl/automl_prediction.py
sktmls/models/contrib/__init__.py
sktmls/models/contrib/bnf_loyalty_rule_model.py
sktmls/models/contrib/default_model.py
sktmls/models/contrib/fee_no_equip_single_emb_model.py
sktmls/models/contrib/generic_context_model.py
sktmls/models/contrib/generic_logic_model.py
sktmls/models/contrib/info_defect_rule_model.py
sktmls/models/contrib/info_unpaid_rule_model.py
sktmls/models/contrib/lightgbm_device_model.py
sktmls/models/contrib/lightgbm_random_context_model.py
sktmls/models/contrib/mbr_boostpark_baseline_model.py
sktmls/models/contrib/mbr_category_baseline_model.py
sktmls/models/contrib/mbr_custom_benefit_random_model.py
sktmls/models/contrib/mbr_interest_all_baseline_model.py
sktmls/models/contrib/mbr_popular_benefit_model.py
sktmls/models/contrib/mbr_similar_benefit_model.py
sktmls/models/contrib/mbr_valid_category_baseline_model.py
sktmls/models/contrib/mbr_vip_info_rule_model.py
sktmls/models/contrib/random_pick_model.py
sktmls/models/contrib/random_score_model.py
sktmls/models/contrib/sample_generic_model.py
sktmls/models/contrib/sample_model.py
sktmls/models/contrib/sample_rule_model.py
sktmls/models/contrib/shuffle_list_model.py
sktmls/models/contrib/tw_random_greeting_rule_model.py
sktmls/models/contrib/vas_xcloud_rule_model.py
sktmls/models/contrib/tests/__init__.py
sktmls/models/contrib/tests/test_bnf_loyalty_rule_models.py
sktmls/models/contrib/tests/test_fee_no_equip_single_emb_models.py
sktmls/models/contrib/tests/test_generic_context_models.py
sktmls/models/contrib/tests/test_generic_logic_models.py
sktmls/models/contrib/tests/test_info_defect_rule_models.py
sktmls/models/contrib/tests/test_info_unpaid_rule_models.py
sktmls/models/contrib/tests/test_lightgbm_device_model.py
sktmls/models/contrib/tests/test_lightgbm_random_context_models.py
sktmls/models/contrib/tests/test_mbr_boostpark_baseline_model.py
sktmls/models/contrib/tests/test_mbr_category_baseline_models.py
sktmls/models/contrib/tests/test_mbr_custom_benefit_random_model.py
sktmls/models/contrib/tests/test_mbr_interest_all_baseline_models.py
sktmls/models/contrib/tests/test_mbr_popular_benefit_model.py
sktmls/models/contrib/tests/test_mbr_similar_benefit_models.py
sktmls/models/contrib/tests/test_mbr_valid_category_baseline_models.py
sktmls/models/contrib/tests/test_mbr_vip_info_rule_models.py
sktmls/models/contrib/tests/test_models.py
sktmls/models/contrib/tests/test_random_pick_models.py
sktmls/models/contrib/tests/test_random_score_models.py
sktmls/models/contrib/tests/test_shuffle_list_models.py
sktmls/models/contrib/tests/test_tw_random_greeting_rule_model.py
sktmls/models/contrib/tests/test_vas_xcloud_rule_models.py
sktmls/profiles/__init__.py
sktmls/profiles/profile.py
sktmls/utils/__init__.py
sktmls/utils/filter.py
sktmls/utils/logic.py