├── .github └── workflows │ └── python-pytest.yml ├── .gitignore ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── README_zh_CN.md ├── docs ├── __init__.py ├── en_US │ ├── Makefile │ ├── make.bat │ ├── requirements.txt │ └── source │ │ ├── _static │ │ ├── css │ │ │ └── my_theme.css │ │ └── js │ │ │ └── mermaid.min.js │ │ ├── conf.py │ │ ├── contents │ │ ├── 0100_overview.rst │ │ ├── 0200_installation.rst │ │ ├── 0300_dataformat.rst │ │ ├── 0400_quick_start.rst │ │ ├── 0500_advanced_config.rst │ │ ├── 0600_custom_functions.rst │ │ ├── 0700_models.rst │ │ ├── 0800_release_note.rst │ │ └── 0900_api.rst │ │ ├── figures │ │ ├── dataframe │ │ │ ├── classification_example_0.png │ │ │ ├── classification_example_1.png │ │ │ ├── forecast_example_0.png │ │ │ ├── forecast_example_1.png │ │ │ ├── quickstart_0.png │ │ │ ├── quickstart_1.png │ │ │ └── quickstart_2.png │ │ └── images │ │ │ ├── Actual_vs_Forecast.jpg │ │ │ ├── datacanvas_automl_toolkit.png │ │ │ ├── dc_logo_1.png │ │ │ └── workflow.png │ │ └── index.rst ├── static │ └── images │ │ ├── Actual_vs_Forecast.jpg │ │ ├── DAT_latest.png │ │ ├── dc_logo_1.png │ │ └── logo.png └── zh_CN │ ├── Makefile │ ├── make.bat │ ├── requirements.txt │ └── source │ ├── _static │ ├── css │ │ └── my_theme.css │ └── js │ │ └── mermaid.min.js │ ├── conf.py │ ├── contents │ ├── 0100_overview.rst │ ├── 0200_installation.rst │ ├── 0300_dataformat.rst │ ├── 0400_quick_start.rst │ ├── 0500_advanced_config.rst │ ├── 0600_user_defined.rst │ ├── 0700_models.rst │ ├── 0800_release_note.rst │ └── 0900_api.rst │ ├── figures │ ├── dataframe │ │ ├── classification_example_0.png │ │ ├── classification_example_1.png │ │ ├── forecast_example_0.png │ │ ├── forecast_example_1.png │ │ ├── quickstart_0.png │ │ ├── quickstart_1.png │ │ └── quickstart_2.png │ └── images │ │ ├── Actual_vs_Forecast.jpg │ │ ├── datacanvas_automl_toolkit.png │ │ ├── dc_logo_1.png │ │ └── workflow.png │ └── index.rst ├── examples ├── 01_datatypes_for_hyperts.ipynb ├── 02_quick_start.ipynb ├── 03_experiment_detials.ipynb ├── 04_forecast_experiment.ipynb ├── 05_classification_experiment.ipynb ├── 06_custom_reward_metric.ipynb ├── 07_custom_search_space_01.ipynb ├── 08_custom_search_space_02.ipynb ├── 09_ensemble_experiment.ipynb ├── 10_ cross_validation_experiment.ipynb ├── 11_non-invasive_parameter_tuning.ipynb ├── 12_neural_architecture_search.ipynb ├── 13_save_load_model.ipynb ├── 14_anomaly_detection_experiment.ipynb ├── 15_model_basic_use_vae.ipynb ├── 16_seasonality_analysis.ipynb ├── __init__.py ├── images │ └── cv.png └── zh_CN │ ├── 01_datatypes_for_hyperts.ipynb │ ├── 02_quick_start.ipynb │ ├── 03_experiment_detials.ipynb │ ├── 04_forecast_experiment.ipynb │ ├── 05_classification_experiment.ipynb │ ├── 06_custom_reward_metric.ipynb │ ├── 07_custom_search_space_01.ipynb │ ├── 08_custom_search_space_02.ipynb │ ├── 09_ensemble_experiment.ipynb │ ├── 10_ cross_validation_experiment.ipynb │ └── 11_non-invasive_parameter_tuning.ipynb ├── hyperts ├── __init__.py ├── _version.py ├── config.py ├── datasets │ ├── __init__.py │ ├── arrow_head.pkl │ ├── base.py │ ├── basic_motions.pkl │ ├── example_air_passengers.csv │ ├── example_retail_sales.csv │ ├── example_wp_log_R.csv │ ├── example_wp_log_R_outliers1.csv │ ├── example_wp_log_R_outliers2.csv │ ├── example_wp_log_peyton_manning.csv │ ├── example_yosemite_temps.csv │ ├── network_traffic_forecast.csv │ └── realKnownCause.csv ├── experiment.py ├── framework │ ├── __init__.py │ ├── compete.py │ ├── dl │ │ ├── __init__.py │ │ ├── _base.py │ │ ├── dl_utils │ │ │ ├── __init__.py │ │ │ ├── _utils.py │ │ │ ├── metainfo.py │ │ │ ├── saveconfig.py │ │ │ └── timeseries.py │ │ ├── layers │ │ │ ├── __init__.py │ │ │ └── _layers.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ └── _losses.py │ │ ├── metrics │ │ │ ├── __init__.py │ │ │ └── _metrics.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── deepar.py │ │ │ ├── hybrid_rnn.py │ │ │ ├── inceptiontime.py │ │ │ ├── lstnet.py │ │ │ ├── nbeats.py │ │ │ └── vae.py │ │ └── optimizers │ │ │ ├── __init__.py │ │ │ └── _optimizers.py │ ├── estimators.py │ ├── meta_learning │ │ ├── __init__.py │ │ ├── configurations │ │ │ └── __init__.py │ │ ├── helper_fn.py │ │ ├── meta_learner.py │ │ ├── meta_trial_store.py │ │ ├── metafeatures │ │ │ └── __init__.py │ │ └── tsfeatures.py │ ├── nas │ │ ├── __init__.py │ │ ├── _base.py │ │ └── layers │ │ │ ├── __init__.py │ │ │ └── _layers.py │ ├── search_space │ │ ├── __init__.py │ │ ├── _base.py │ │ ├── macro_search_space.py │ │ └── micro_search_space.py │ ├── stats │ │ ├── __init__.py │ │ ├── iforest.py │ │ ├── ocsvm.py │ │ ├── sktime_ex │ │ │ ├── __init__.py │ │ │ ├── _base.py │ │ │ ├── _sfa.py │ │ │ ├── _tsf.py │ │ │ ├── base.py │ │ │ ├── datatypes │ │ │ │ ├── __init__.py │ │ │ │ ├── _alignmnet_check.py │ │ │ │ ├── _hierarchical_check.py │ │ │ │ ├── _hierarchical_convert.py │ │ │ │ ├── _panel_check.py │ │ │ │ ├── _panel_convert.py │ │ │ │ ├── _registry.py │ │ │ │ ├── _series_check.py │ │ │ │ ├── _series_convert.py │ │ │ │ ├── _table_check.py │ │ │ │ └── _table_convert.py │ │ │ ├── panel.py │ │ │ └── utils.py │ │ ├── tcforest.py │ │ └── tctde.py │ └── wrappers │ │ ├── __init__.py │ │ ├── _base.py │ │ ├── dl_wrappers.py │ │ ├── nas_wrappers.py │ │ └── stats_wrappers.py ├── hyper_ts.py ├── tests │ ├── __init__.py │ ├── dl │ │ ├── __init__.py │ │ ├── dl_layers_test.py │ │ └── dl_wrappers_test.py │ ├── experiment │ │ ├── __init__.py │ │ ├── dl_experiment_metrics_test.py │ │ ├── dl_experiment_test.py │ │ ├── experiment_discrete_tsf_test.py │ │ ├── experiment_ensemble_test.py │ │ ├── experimnet_cv_test.py │ │ ├── experimnet_tsfree_test.py │ │ ├── nas_experiment_test.py │ │ ├── stats_experiment_metrics_test.py │ │ ├── stats_experiment_test.py │ │ └── task_test.py │ ├── hyperts │ │ ├── __init__.py │ │ ├── hyperts_test.py │ │ └── search_space_test.py │ ├── meta_learning │ │ ├── __init__.py │ │ └── tsfeatures_test.py │ ├── stats │ │ ├── __init__.py │ │ └── stats_wrappers_test.py │ └── utils │ │ ├── __init__.py │ │ ├── metrics_test.py │ │ ├── tf_gpu_test.py │ │ ├── transformers_test.py │ │ └── tstoolbox_test.py ├── toolbox.py └── utils │ ├── __init__.py │ ├── _base.py │ ├── consts.py │ ├── cuml_ex │ ├── __init__.py │ └── _ts_toolbox.py │ ├── dask_ex │ ├── __init__.py │ └── _ts_toolbox.py │ ├── ensemble │ ├── __init__.py │ └── _greedy.py │ ├── holidays.py │ ├── metrics.py │ ├── models.py │ ├── plot.py │ ├── tf_gpu.py │ ├── transformers.py │ ├── tscvsplit │ ├── __init__.py │ └── _prequential.py │ └── tstoolbox.py ├── requirements.txt └── setup.py /.github/workflows/python-pytest.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DataCanvasIO/HyperTS/HEAD/.github/workflows/python-pytest.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 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