.gitignore
CITATION.cff
LICENSE
README.md
_tox.ini
changelog.md
mkdocs.yml
pytest.ini
requirements.txt
requirements_docs.txt
requirements_optional.txt
requirements_test.txt
setup.py
.github/workflows/codecov.yml
.github/workflows/unit-tests.yml
asv_benchmarks/asv.conf.json
asv_benchmarks/benchmarks/ForecasterAutoreg.py
asv_benchmarks/benchmarks/ForecasterAutoregCustom.py
asv_benchmarks/benchmarks/__init__.py
data/energy_production_shutdown.csv
data/guangyuan_air_pollution.csv
data/h2o.csv
data/h2o_exog.csv
data/simulated_items_sales.csv
data/vic_elec.csv
data/vic_elec_hourly.csv
data/vic_elec_weekly.csv
dev/ForecasterSarimax.ipynb
dev/profiling_skforecast.ipynb
dev/skforecast_model_selection_sarimax.ipynb
dev/skforecast_plot.ipynb
docs/README.md
docs/api/ForecasterAutoreg.md
docs/api/ForecasterAutoregCustom.md
docs/api/ForecasterAutoregDirect.md
docs/api/ForecasterMultiSeries.md
docs/api/ForecasterMultiVariate.md
docs/api/model_selection.md
docs/api/model_selection_multiseries.md
docs/api/model_selection_statsmodels.md
docs/api/plot.md
docs/api/utils.md
docs/examples/examples.md
docs/faq/faq.md
docs/faq/forecasting-time-series-with-missing-values.ipynb
docs/faq/non-negative-predictions.ipynb
docs/faq/profiling-skforecast.ipynb
docs/faq/single-vs-multi-series-forecasting.ipynb
docs/html/py27-forecasting-series-temporales-python-scikitlearn.html
docs/html/py27-time-series-forecasting-python-scikitlearn.html
docs/img/backtesting_forecaster.png
docs/img/backtesting_no_refit.gif
docs/img/backtesting_refit.gif
docs/img/backtesting_refit_fixed_train_size.gif
docs/img/data.png
docs/img/data_exog.png
docs/img/data_full_serie.png
docs/img/data_with_exogenous.png
docs/img/data_with_multiple_exog.png
docs/img/diagram-backtesting-no-refit.png
docs/img/diagram-backtesting-refit-fixed-train-size.png
docs/img/diagram-backtesting-refit.png
docs/img/diagram-bootstrapping-prediction-intervals-2.png
docs/img/diagram-bootstrapping-prediction-intervals.png
docs/img/diagram-direct-multi-step-forecasting.png
docs/img/diagram-recursive-mutistep-forecasting.png
docs/img/diagram-single-step-forecasting.png
docs/img/diagram-trainig-forecaster.png
docs/img/diagram_skforecast_multioutput.jpg
docs/img/diagram_skforecast_multioutput.png
docs/img/forecaster_multi_series_prediction_diagram.png
docs/img/forecaster_multi_series_sample_weight.png
docs/img/forecaster_multi_series_train_matrix_diagram.png
docs/img/forecaster_multivariate_prediction_diagram.png
docs/img/forecaster_multivariate_train_matrix_diagram.png
docs/img/forecasting-intervals.gif
docs/img/forecasting_multi-step.gif
docs/img/forecasting_multi-step_en.gif
docs/img/logo_skforecast.png
docs/img/logo_skforecast_no_background.png
docs/img/logo_skforecast_white_no_background.png
docs/img/matrix_transformation_time_serie.png
docs/img/matrix_transformation_with_exog_variable.png
docs/img/prediction.png
docs/img/prediction_interval.png
docs/img/prediction_interval_backtesting_forecaster.png
docs/img/prediction_with_custom.png
docs/img/prediction_with_direct_multi_output.png
docs/img/prediction_with_exog.png
docs/img/prediction_with_multiple_exog.png
docs/img/predictions_backtesting_forecaster.png
docs/img/predictions_backtesting_forecaster_with_exog.png
docs/img/training_predictions_backtesting_forecaster.png
docs/img/transform_timeseries.gif
docs/introduction-forecasting/introduction-forecasting.md
docs/overrides/main.html
docs/releases/releases.md
docs/stylesheets/extra.css
docs/user_guides/autoregresive-forecaster-exogenous.ipynb
docs/user_guides/autoregresive-forecaster.ipynb
docs/user_guides/backtesting-sarimax-arima.ipynb
docs/user_guides/backtesting.ipynb
docs/user_guides/custom-predictors.ipynb
docs/user_guides/direct-multi-step-forecasting.ipynb
docs/user_guides/feature-importance.ipynb
docs/user_guides/forecaster-in-production.ipynb
docs/user_guides/forecasting-xgboost.ipynb
docs/user_guides/grid-search-sarimax-arima.ipynb
docs/user_guides/hyperparameter-tuning-and-lags-selection.ipynb
docs/user_guides/input-data.ipynb
docs/user_guides/multi-time-series-forecasting.ipynb
docs/user_guides/multivariate-forecasting.ipynb
docs/user_guides/plot-forecaster-residuals.ipynb
docs/user_guides/quick-start-skforecast.ipynb
docs/user_guides/save-load-forecaster.ipynb
docs/user_guides/sklearn-transformers-and-pipeline.ipynb
docs/user_guides/weighted-time-series-forecasting.ipynb
examples/forecasting-criptomoneda-bitcoin-machine-learning-python.ipynb
examples/forecasting-cryptocurrency-bitcoin-machine-learning-python.ipynb
examples/forecasting-demanda-energia-electrica-python.ipynb
examples/forecasting-electricity-power-demand-python.ipynb
examples/forecasting-prediction-intervals-machine-learning.ipynb
examples/forecasting-series-temporales-con-skforecast-xgboost-lightgbm-catboost.ipynb
examples/forecasting-series-temporales-python-scikitlearn.ipynb
examples/forecasting-time-series-with-skforecast-xgboost-lightgbm-catboost.ipynb
examples/forecasting-visitas-web-machine-learning.ipynb
examples/forecasting-web-traffic-machine-learning.ipynb
examples/intervalos-prediccion-modelos-forecasting-machine-learning.ipynb
examples/multi-series-forecasting-español.ipynb
examples/multi-series-forecasting.ipynb
examples/time-series-forecasting-python-scikitlearn.ipynb
examples/images/bootstrapped-prediction-interval.gif
examples/images/btc.png
examples/images/diagram-backtesting-no-refit.png
examples/images/diagram-backtesting-no-refit_2.png
examples/images/diagram-backtesting-refit-fixed-train-size.png
examples/images/diagram-backtesting-refit.png
examples/images/diagram-backtesting-refit_2.png
examples/images/diagram-bootstrapped-intervals.png
examples/images/diagram-bootstrapping-prediction-intervals-2.png
examples/images/diagram-bootstrapping-prediction-intervals.png
examples/images/diagram-direct-multi-step-forecasting.png
examples/images/diagram-recursive-mutistep-forecasting.png
examples/images/diagram-single-step-forecasting.png
examples/images/diagram-trainig-forecaster.png
examples/images/diagram_resampling_datetime.png
examples/images/diagram_skforecast_multioutput.jpg
examples/images/diagram_skforecast_multioutput.png
examples/images/diagrama-multistep-recursiva.png
examples/images/diagrama-prediccion-multistep-directa.png
examples/images/diagrama_resampling_datetime.PNG
examples/images/forecaster_multi_series_prediction_diagram.png
examples/images/forecaster_multi_series_train_matrix_diagram.png
examples/images/forecaster_multivariate_train_matrix_diagram.png
examples/images/forecasting-intervals.gif
examples/images/forecasting_multi-step-en.gif
examples/images/forecasting_multi-step.gif
examples/images/forecasting_multi-step_en.gif
examples/images/logo-bike-sharing.jpg
examples/images/matrix_transformation_with_exog_variable.png
examples/images/transform_timeseries.gif
examples/images/vela_japonesa.png
images/backtesting_forecaster.png
images/data.png
images/data_train_test.png
images/data_with_exogenous.png
images/data_with_multiple_exog.png
images/diagram_skforecast_multioutput.jpg
images/diagram_skforecast_multioutput_deprecated.jpg
images/forecasting_multi-step.gif
images/logo_skforecast.png
images/logo_skforecast_no_background.png
images/matrix_transformation_time_serie.png
images/matrix_transformation_with_exog_variable.png
images/prediction.png
images/prediction_interval.png
images/prediction_with_exog.png
images/prediction_with_multiple_exog.png
images/transform_timeseries.gif
images/tuning_forecaster.png
skforecast/__init__.py
skforecast.egg-info/PKG-INFO
skforecast.egg-info/SOURCES.txt
skforecast.egg-info/dependency_links.txt
skforecast.egg-info/requires.txt
skforecast.egg-info/top_level.txt
skforecast/ForecasterAutoreg/ForecasterAutoreg.py
skforecast/ForecasterAutoreg/__init__.py
skforecast/ForecasterAutoreg/tests/__init__.py
skforecast/ForecasterAutoreg/tests/fixtures_ForecasterAutoreg.py
skforecast/ForecasterAutoreg/tests/test_create_lags.py
skforecast/ForecasterAutoreg/tests/test_create_sample_weights.py
skforecast/ForecasterAutoreg/tests/test_create_train_X_y.py
skforecast/ForecasterAutoreg/tests/test_fit.py
skforecast/ForecasterAutoreg/tests/test_get_feature_importances.py
skforecast/ForecasterAutoreg/tests/test_init.py
skforecast/ForecasterAutoreg/tests/test_predict.py
skforecast/ForecasterAutoreg/tests/test_predict_bootstrapping.py
skforecast/ForecasterAutoreg/tests/test_predict_dist.py
skforecast/ForecasterAutoreg/tests/test_predict_interval.py
skforecast/ForecasterAutoreg/tests/test_recursive_predict.py
skforecast/ForecasterAutoreg/tests/test_set_lags.py
skforecast/ForecasterAutoreg/tests/test_set_out_sample_residuals.py
skforecast/ForecasterAutoreg/tests/test_set_params.py
skforecast/ForecasterAutoregCustom/ForecasterAutoregCustom.py
skforecast/ForecasterAutoregCustom/__init__.py
skforecast/ForecasterAutoregCustom/tests/__init__.py
skforecast/ForecasterAutoregCustom/tests/fixtures_ForecasterAutoregCustom.py
skforecast/ForecasterAutoregCustom/tests/test_create_sample_weights.py
skforecast/ForecasterAutoregCustom/tests/test_create_train_X_y.py
skforecast/ForecasterAutoregCustom/tests/test_fit.py
skforecast/ForecasterAutoregCustom/tests/test_get_feature_importances.py
skforecast/ForecasterAutoregCustom/tests/test_init.py
skforecast/ForecasterAutoregCustom/tests/test_predict.py
skforecast/ForecasterAutoregCustom/tests/test_predict_bootstrapping.py
skforecast/ForecasterAutoregCustom/tests/test_predict_dist.py
skforecast/ForecasterAutoregCustom/tests/test_predict_interval.py
skforecast/ForecasterAutoregCustom/tests/test_recursive_predict.py
skforecast/ForecasterAutoregCustom/tests/test_set_out_sample_residuals.py
skforecast/ForecasterAutoregCustom/tests/test_set_params.py
skforecast/ForecasterAutoregDirect/ForecasterAutoregDirect.py
skforecast/ForecasterAutoregDirect/__init__.py
skforecast/ForecasterAutoregDirect/tests/__init__.py
skforecast/ForecasterAutoregDirect/tests/fixtures_ForecasterAutoregDirect.py
skforecast/ForecasterAutoregDirect/tests/test_create_lags.py
skforecast/ForecasterAutoregDirect/tests/test_create_sample_weights.py
skforecast/ForecasterAutoregDirect/tests/test_create_train_X_y.py
skforecast/ForecasterAutoregDirect/tests/test_filter_train_X_y_for_step.py
skforecast/ForecasterAutoregDirect/tests/test_fit.py
skforecast/ForecasterAutoregDirect/tests/test_get_feature_importances.py
skforecast/ForecasterAutoregDirect/tests/test_init.py
skforecast/ForecasterAutoregDirect/tests/test_predict.py
skforecast/ForecasterAutoregDirect/tests/test_predict_bootstrapping.py
skforecast/ForecasterAutoregDirect/tests/test_predict_dist.py
skforecast/ForecasterAutoregDirect/tests/test_predict_interval.py
skforecast/ForecasterAutoregDirect/tests/test_set_lags.py
skforecast/ForecasterAutoregDirect/tests/test_set_out_sample_residuals.py
skforecast/ForecasterAutoregDirect/tests/test_set_params.py
skforecast/ForecasterAutoregMultiSeries/ForecasterAutoregMultiSeries.py
skforecast/ForecasterAutoregMultiSeries/__init__.py
skforecast/ForecasterAutoregMultiSeries/tests/__init__.py
skforecast/ForecasterAutoregMultiSeries/tests/fixtures_ForecasterAutoregMultiSeries.py
skforecast/ForecasterAutoregMultiSeries/tests/test_create_lags.py
skforecast/ForecasterAutoregMultiSeries/tests/test_create_sample_weights.py
skforecast/ForecasterAutoregMultiSeries/tests/test_create_train_X_y.py
skforecast/ForecasterAutoregMultiSeries/tests/test_fit.py
skforecast/ForecasterAutoregMultiSeries/tests/test_get_feature_importances.py
skforecast/ForecasterAutoregMultiSeries/tests/test_init.py
skforecast/ForecasterAutoregMultiSeries/tests/test_predict.py
skforecast/ForecasterAutoregMultiSeries/tests/test_predict_bootstrapping.py
skforecast/ForecasterAutoregMultiSeries/tests/test_predict_dist.py
skforecast/ForecasterAutoregMultiSeries/tests/test_predict_interval.py
skforecast/ForecasterAutoregMultiSeries/tests/test_recursive_predict.py
skforecast/ForecasterAutoregMultiSeries/tests/test_set_lags.py
skforecast/ForecasterAutoregMultiSeries/tests/test_set_out_sample_residuals.py
skforecast/ForecasterAutoregMultiSeries/tests/test_set_params.py
skforecast/ForecasterAutoregMultiSeriesCustom/ForecasterAutoregMultiSeriesCustom.py
skforecast/ForecasterAutoregMultiSeriesCustom/__init__.py
skforecast/ForecasterAutoregMultiSeriesCustom/tests/__init__.py
skforecast/ForecasterAutoregMultiSeriesCustom/tests/fixtures_ForecasterAutoregMultiSeriesCustom.py
skforecast/ForecasterAutoregMultiSeriesCustom/tests/test_create_sample_weights.py
skforecast/ForecasterAutoregMultiSeriesCustom/tests/test_create_train_X_y.py
skforecast/ForecasterAutoregMultiSeriesCustom/tests/test_fit.py
skforecast/ForecasterAutoregMultiSeriesCustom/tests/test_get_feature_importances.py
skforecast/ForecasterAutoregMultiSeriesCustom/tests/test_init.py
skforecast/ForecasterAutoregMultiSeriesCustom/tests/test_predict.py
skforecast/ForecasterAutoregMultiSeriesCustom/tests/test_predict_bootstrapping.py
skforecast/ForecasterAutoregMultiSeriesCustom/tests/test_predict_dist.py
skforecast/ForecasterAutoregMultiSeriesCustom/tests/test_predict_interval.py
skforecast/ForecasterAutoregMultiSeriesCustom/tests/test_recursive_predict.py
skforecast/ForecasterAutoregMultiSeriesCustom/tests/test_set_out_sample_residuals.py
skforecast/ForecasterAutoregMultiSeriesCustom/tests/test_set_params.py
skforecast/ForecasterAutoregMultiVariate/ForecasterAutoregMultiVariate.py
skforecast/ForecasterAutoregMultiVariate/__init__.py
skforecast/ForecasterAutoregMultiVariate/tests/__init__.py
skforecast/ForecasterAutoregMultiVariate/tests/fixtures_ForecasterAutoregMultiVariate.py
skforecast/ForecasterAutoregMultiVariate/tests/test_create_lags.py
skforecast/ForecasterAutoregMultiVariate/tests/test_create_sample_weights.py
skforecast/ForecasterAutoregMultiVariate/tests/test_create_train_X_y.py
skforecast/ForecasterAutoregMultiVariate/tests/test_filter_train_X_y_for_step.py
skforecast/ForecasterAutoregMultiVariate/tests/test_fit.py
skforecast/ForecasterAutoregMultiVariate/tests/test_get_feature_importances.py
skforecast/ForecasterAutoregMultiVariate/tests/test_init.py
skforecast/ForecasterAutoregMultiVariate/tests/test_predict.py
skforecast/ForecasterAutoregMultiVariate/tests/test_predict_bootstrapping.py
skforecast/ForecasterAutoregMultiVariate/tests/test_predict_dist.py
skforecast/ForecasterAutoregMultiVariate/tests/test_predict_interval.py
skforecast/ForecasterAutoregMultiVariate/tests/test_set_lags.py
skforecast/ForecasterAutoregMultiVariate/tests/test_set_out_sample_residuals.py
skforecast/ForecasterAutoregMultiVariate/tests/test_set_params.py
skforecast/ForecasterBase/ForecasterBase.py
skforecast/ForecasterBase/__init__.py
skforecast/ForecasterBase/tests/__init__.py
skforecast/ForecasterSarimax/ForecasterSarimax.py
skforecast/ForecasterSarimax/__init__.py
skforecast/ForecasterSarimax/tests/__init__.py
skforecast/ForecasterSarimax/tests/fixtures_ForecasterSarimax.py
skforecast/ForecasterSarimax/tests/test_fit.py
skforecast/ForecasterSarimax/tests/test_get_feature_importances.py
skforecast/ForecasterSarimax/tests/test_init.py
skforecast/ForecasterSarimax/tests/test_predict.py
skforecast/ForecasterSarimax/tests/test_predict_interval.py
skforecast/ForecasterSarimax/tests/test_set_params.py
skforecast/model_selection/__init__.py
skforecast/model_selection/model_selection.py
skforecast/model_selection/tests/__init__.py
skforecast/model_selection/tests/test_backtesting_forecaster.py
skforecast/model_selection/tests/test_backtesting_forecaster_no_refit.py
skforecast/model_selection/tests/test_backtesting_forecaster_refit.py
skforecast/model_selection/tests/test_backtesting_forecaster_verbose.py
skforecast/model_selection/tests/test_bayesian_search_forecaster.py
skforecast/model_selection/tests/test_bayesian_search_optuna.py
skforecast/model_selection/tests/test_bayesian_search_skopt.py
skforecast/model_selection/tests/test_evaluate_grid_hyperparameters.py
skforecast/model_selection/tests/test_get_metric.py
skforecast/model_selection/tests/test_grid_search_forecaster.py
skforecast/model_selection/tests/test_random_search_forecaster.py
skforecast/model_selection/tests/test_time_series_splitter.py
skforecast/model_selection_multiseries/__init__.py
skforecast/model_selection_multiseries/model_selection_multiseries.py
skforecast/model_selection_multiseries/tests/__init__.py
skforecast/model_selection_multiseries/tests/fixtures_model_selection_multiseries.py
skforecast/model_selection_multiseries/tests/test_backtesting_forecaster_multiseries.py
skforecast/model_selection_multiseries/tests/test_evaluate_grid_hyperparameters.py
skforecast/model_selection_multiseries/tests/test_grid_search_forecaster_multiseries.py
skforecast/model_selection_multiseries/tests/test_random_search_forecaster_multiseries.py
skforecast/model_selection_sarimax/__init__.py
skforecast/model_selection_sarimax/model_selection_sarimax.py
skforecast/model_selection_sarimax/test/__init__.py
skforecast/model_selection_sarimax/test/test_backtesting_sarimax.py
skforecast/model_selection_sarimax/test/test_evaluate_grid_hyperparameters_sarimax.py
skforecast/model_selection_sarimax/test/test_grid_search_sarimax.py
skforecast/model_selection_sarimax/test/test_random_search_sarimax.py
skforecast/model_selection_statsmodels/__init__.py
skforecast/model_selection_statsmodels/model_selection_statsmodels.py
skforecast/model_selection_statsmodels/test/__init__.py
skforecast/model_selection_statsmodels/test/test_backtesting_sarimax.py
skforecast/plot/__init__.py
skforecast/plot/plot.py
skforecast/plot/tests/__init__.py
skforecast/plot/tests/test_plot_residuals.py
skforecast/utils/__init__.py
skforecast/utils/utils.py
skforecast/utils/tests/__init__.py
skforecast/utils/tests/test_check_exog.py
skforecast/utils/tests/test_check_interval.py
skforecast/utils/tests/test_check_optional_dependency.py
skforecast/utils/tests/test_check_predict_input.py
skforecast/utils/tests/test_check_y.py
skforecast/utils/tests/test_exog_to_direct.py
skforecast/utils/tests/test_expand_index.py
skforecast/utils/tests/test_initialize_lags.py
skforecast/utils/tests/test_initialize_weights.py
skforecast/utils/tests/test_multivariate_time_series_corr.py
skforecast/utils/tests/test_preproces_exog.py
skforecast/utils/tests/test_preproces_last_window.py
skforecast/utils/tests/test_preproces_y.py
skforecast/utils/tests/test_save_load_forecaster.py
skforecast/utils/tests/test_transform_dataframe.py
skforecast/utils/tests/test_transform_series.py
tests/__init__.py
tests/test_skforecast.py