.gitignore
CODE_OF_CONDUCT.md
CONTRIBUTING.md
LICENSE
README.md
kats_logo.svg
requirements.txt
setup.cfg
setup.py
test_requirements.txt
.github/PULL_REQUEST_TEMPLATE.md
.github/workflows/build_and_test.yml
.github/workflows/build_and_test_minimal.yml
kats/__init__.py
kats/consts.py
kats.egg-info/PKG-INFO
kats.egg-info/SOURCES.txt
kats.egg-info/dependency_links.txt
kats.egg-info/requires.txt
kats.egg-info/top_level.txt
kats/compat/__init__.py
kats/compat/compat.py
kats/compat/pandas.py
kats/compat/statsmodels.py
kats/data/README
kats/data/__init__.py
kats/data/air_passengers.csv
kats/data/m3_meta_data.csv
kats/data/mean_change_detection_test.csv
kats/data/meta_learning_detection_training_data_pmo_sample_1000.csv
kats/data/multi_ts.csv
kats/data/multivariate_anomaly_simulated_data.csv
kats/data/peyton_manning.csv
kats/data/retail_sales.csv
kats/data/train_test_TimeSeriesObject.pickle
kats/data/utils.py
kats/data/yosemite_temps.csv
kats/detectors/__init__.py
kats/detectors/bocpd.py
kats/detectors/bocpd_model.py
kats/detectors/changepoint_evaluator.py
kats/detectors/cusum_detection.py
kats/detectors/cusum_model.py
kats/detectors/detector.py
kats/detectors/detector_benchmark.py
kats/detectors/detector_consts.py
kats/detectors/dtwcpd.py
kats/detectors/hourly_ratio_detection.py
kats/detectors/outlier.py
kats/detectors/outlier_detector.py
kats/detectors/prophet_detector.py
kats/detectors/residual_translation.py
kats/detectors/robust_stat_detection.py
kats/detectors/seasonality.py
kats/detectors/stat_sig_detector.py
kats/detectors/threshold_detector.py
kats/detectors/trend_mk.py
kats/detectors/meta_learning/__init__.py
kats/detectors/meta_learning/exceptions.py
kats/detectors/meta_learning/hpt_tuning.py
kats/detectors/meta_learning/metalearning_detection_model.py
kats/detectors/meta_learning/synth_metadata_reader.py
kats/evaluation/evaluator.py
kats/graphics/__init__.py
kats/graphics/plots.py
kats/models/__init__.py
kats/models/arima.py
kats/models/bayesian_var.py
kats/models/harmonic_regression.py
kats/models/holtwinters.py
kats/models/linear_model.py
kats/models/lstm.py
kats/models/model.py
kats/models/prophet.py
kats/models/quadratic_model.py
kats/models/sarima.py
kats/models/stlf.py
kats/models/theta.py
kats/models/var.py
kats/models/ensemble/__init__.py
kats/models/ensemble/ensemble.py
kats/models/ensemble/kats_ensemble.py
kats/models/ensemble/median_ensemble.py
kats/models/ensemble/weighted_avg_ensemble.py
kats/models/globalmodel/__init__.py
kats/models/globalmodel/backtester.py
kats/models/globalmodel/data_processor.py
kats/models/globalmodel/ensemble.py
kats/models/globalmodel/model.py
kats/models/globalmodel/serialize.py
kats/models/globalmodel/utils.py
kats/models/metalearner/__init__.py
kats/models/metalearner/get_metadata.py
kats/models/metalearner/metalearner_hpt.py
kats/models/metalearner/metalearner_modelselect.py
kats/models/metalearner/metalearner_predictability.py
kats/models/nowcasting/__init__.py
kats/models/nowcasting/dynamic_nowcasting.py
kats/models/nowcasting/feature_extraction.py
kats/models/nowcasting/model_io.py
kats/models/nowcasting/nowcasting.py
kats/models/nowcasting/nowcastingplus.py
kats/models/reconciliation/__init__.py
kats/models/reconciliation/base_models.py
kats/models/reconciliation/thm.py
kats/tests/__init__.py
kats/tests/conftest.py
kats/tests/pytest.ini
kats/tests/pytest_minimal.ini
kats/tests/test_backtester_dummy_data.py
kats/tests/test_consts.py
kats/tests/test_ensemble.py
kats/tests/test_minimal.py
kats/tests/baseline/test_plot.png
kats/tests/baseline/test_plot_grid_ax.png
kats/tests/baseline/test_plot_multivariate.png
kats/tests/baseline/test_plot_params.png
kats/tests/compat/test_compat.py
kats/tests/compat/test_pandas.py
kats/tests/compat/test_statsmodels.py
kats/tests/data/test_data_validation.py
kats/tests/detectors/__init__.py
kats/tests/detectors/test_bocpd.py
kats/tests/detectors/test_bocpd_model.py
kats/tests/detectors/test_changepoint_evaluator.py
kats/tests/detectors/test_cusum_detection.py
kats/tests/detectors/test_cusum_model.py
kats/tests/detectors/test_detector_consts.py
kats/tests/detectors/test_dtw.py
kats/tests/detectors/test_hourly_ratio_detection.py
kats/tests/detectors/test_outlier.py
kats/tests/detectors/test_outlier_detector.py
kats/tests/detectors/test_prophet_detector.py
kats/tests/detectors/test_robust_stat_detection.py
kats/tests/detectors/test_seasonality.py
kats/tests/detectors/test_stat_sig_detector.py
kats/tests/detectors/test_threshold_detector.py
kats/tests/detectors/test_trend_mk.py
kats/tests/detectors/utils.py
kats/tests/detectors/meta_learning/__init__.py
kats/tests/detectors/meta_learning/test_hpt_tuning.py
kats/tests/detectors/meta_learning/test_metalearning_detection_model.py
kats/tests/evaluation/test_evaluator.py
kats/tests/models/__init__.py
kats/tests/models/test_arima_model.py
kats/tests/models/test_bayesian_var_model.py
kats/tests/models/test_ensemble.py
kats/tests/models/test_globalmodel.py
kats/tests/models/test_harmonic_regression.py
kats/tests/models/test_holt_winters_model.py
kats/tests/models/test_linear_model.py
kats/tests/models/test_lstm_model.py
kats/tests/models/test_metalearner.py
kats/tests/models/test_models_dummy_data.py
kats/tests/models/test_nowcasting.py
kats/tests/models/test_parameter_tuning_default_search_space.py
kats/tests/models/test_prophet_model.py
kats/tests/models/test_quadratic_model.py
kats/tests/models/test_sarima_model.py
kats/tests/models/test_stlf_model.py
kats/tests/models/test_theta_model.py
kats/tests/models/test_thm.py
kats/tests/models/test_var_model.py
kats/tests/models/baseline/test_plot.png
kats/tests/models/baseline/test_plot_ax.png
kats/tests/models/baseline/test_plot_params.png
kats/tests/tsfeatures/test_tsfeatures.py
kats/tests/utils/test_backtest.py
kats/tests/utils/test_cupik.py
kats/tests/utils/test_decomposition.py
kats/tests/utils/test_emp_confidence_int.py
kats/tests/utils/test_feature_engineering.py
kats/tests/utils/test_time_series_parameter_tuning.py
kats/tsfeatures/__init__.py
kats/tsfeatures/tsfeatures.py
kats/utils/__init__.py
kats/utils/backtesters.py
kats/utils/cupik.py
kats/utils/decomposition.py
kats/utils/emp_confidence_int.py
kats/utils/feature_engineering.py
kats/utils/multi_objective_hpt.py
kats/utils/parameter_tuning_utils.py
kats/utils/simulator.py
kats/utils/testing.py
kats/utils/time_series_parameter_tuning.py
sphinx/Makefile
sphinx/make.bat
sphinx/source/conf.py
sphinx/source/index.rst
sphinx/source/kats.consts.rst
sphinx/source/kats.detectors.bocpd.rst
sphinx/source/kats.detectors.bocpd_model.rst
sphinx/source/kats.detectors.changepoint_evaluator.rst
sphinx/source/kats.detectors.cusum_detection.rst
sphinx/source/kats.detectors.cusum_model.rst
sphinx/source/kats.detectors.detector.rst
sphinx/source/kats.detectors.detector_consts.rst
sphinx/source/kats.detectors.hourly_ratio_detection.rst
sphinx/source/kats.detectors.outlier.rst
sphinx/source/kats.detectors.prophet_detector.rst
sphinx/source/kats.detectors.residual_translation.rst
sphinx/source/kats.detectors.robust_stat_detection.rst
sphinx/source/kats.detectors.rst
sphinx/source/kats.detectors.seasonality.rst
sphinx/source/kats.detectors.stat_sig_detector.rst
sphinx/source/kats.detectors.trend_mk.rst
sphinx/source/kats.graphics.plots.rst
sphinx/source/kats.graphics.rst
sphinx/source/kats.models.arima.rst
sphinx/source/kats.models.bayesian_var.rst
sphinx/source/kats.models.ensemble.ensemble.rst
sphinx/source/kats.models.ensemble.kats_ensemble.rst
sphinx/source/kats.models.ensemble.median_ensemble.rst
sphinx/source/kats.models.ensemble.rst
sphinx/source/kats.models.ensemble.weighted_avg_ensemble.rst
sphinx/source/kats.models.harmonic_regression.rst
sphinx/source/kats.models.holtwinters.rst
sphinx/source/kats.models.linear_model.rst
sphinx/source/kats.models.lstm.rst
sphinx/source/kats.models.metalearner.get_metadata.rst
sphinx/source/kats.models.metalearner.metalearner_hpt.rst
sphinx/source/kats.models.metalearner.metalearner_modelselect.rst
sphinx/source/kats.models.metalearner.metalearner_predictability.rst
sphinx/source/kats.models.metalearner.rst
sphinx/source/kats.models.model.rst
sphinx/source/kats.models.nowcasting.feature_extraction.rst
sphinx/source/kats.models.nowcasting.model_io.rst
sphinx/source/kats.models.nowcasting.nowcasting.rst
sphinx/source/kats.models.nowcasting.rst
sphinx/source/kats.models.prophet.rst
sphinx/source/kats.models.quadratic_model.rst
sphinx/source/kats.models.reconciliation.base_models.rst
sphinx/source/kats.models.reconciliation.rst
sphinx/source/kats.models.reconciliation.thm.rst
sphinx/source/kats.models.rst
sphinx/source/kats.models.sarima.rst
sphinx/source/kats.models.stlf.rst
sphinx/source/kats.models.theta.rst
sphinx/source/kats.models.var.rst
sphinx/source/kats.rst
sphinx/source/kats.tsfeatures.rst
sphinx/source/kats.tsfeatures.tsfeatures.rst
sphinx/source/kats.utils.backtesters.rst
sphinx/source/kats.utils.cupik.rst
sphinx/source/kats.utils.decomposition.rst
sphinx/source/kats.utils.emp_confidence_int.rst
sphinx/source/kats.utils.parameter_tuning_utils.rst
sphinx/source/kats.utils.rst
sphinx/source/kats.utils.simulator.rst
sphinx/source/kats.utils.time_series_parameter_tuning.rst
sphinx/source/_static/custom.css
sphinx/source/_templates/layout.html
tutorials/kats_101_basics.ipynb
tutorials/kats_201_forecasting.ipynb
tutorials/kats_202_detection.ipynb
tutorials/kats_203_tsfeatures.ipynb
tutorials/kats_204_metalearning.ipynb
tutorials/kats_205_globalmodel.ipynb