LICENSE
MANIFEST.in
README.md
extended_tutorial.md
production_example.py
pyproject.toml
setup.py
autots/__init__.py
autots.egg-info/PKG-INFO
autots.egg-info/SOURCES.txt
autots.egg-info/dependency_links.txt
autots.egg-info/entry_points.txt
autots.egg-info/requires.txt
autots.egg-info/top_level.txt
autots/datasets/__init__.py
autots/datasets/_base.py
autots/datasets/_live.py
autots/datasets/fred.py
autots/datasets/synthetic.py
autots/datasets/data/covid_daily.zip
autots/datasets/data/eia_weekly.zip
autots/datasets/data/fred_monthly.zip
autots/datasets/data/fred_yearly.zip
autots/datasets/data/holidays.zip
autots/datasets/data/traffic_hourly.zip
autots/evaluator/__init__.py
autots/evaluator/anomaly_detector.py
autots/evaluator/auto_model.py
autots/evaluator/auto_ts.py
autots/evaluator/benchmark.py
autots/evaluator/event_forecasting.py
autots/evaluator/metrics.py
autots/evaluator/validation.py
autots/evaluator/feature_detector/__init__.py
autots/evaluator/feature_detector/detector.py
autots/evaluator/feature_detector/event_dag.py
autots/evaluator/feature_detector/event_dag_view.py
autots/evaluator/feature_detector/extended_anomaly.py
autots/evaluator/feature_detector/optimizer.py
autots/evaluator/feature_detector/components/__init__.py
autots/evaluator/feature_detector/components/anomalies.py
autots/evaluator/feature_detector/components/decomposition.py
autots/evaluator/feature_detector/components/holidays.py
autots/evaluator/feature_detector/components/seasonality.py
autots/evaluator/feature_detector/components/trend.py
autots/evaluator/feature_detector/loss/__init__.py
autots/evaluator/feature_detector/loss/base.py
autots/evaluator/feature_detector/loss/evaluators.py
autots/evaluator/feature_detector/loss/metrics.py
autots/evaluator/feature_detector/loss/reconstruction.py
autots/evaluator/feature_detector/utils/__init__.py
autots/evaluator/feature_detector/utils/formatting.py
autots/evaluator/feature_detector/utils/rescaling.py
autots/evaluator/tva/__init__.py
autots/evaluator/tva/decomposition.py
autots/evaluator/tva/fusion.py
autots/evaluator/tva/losses.py
autots/evaluator/tva/priors.py
autots/evaluator/tva/reconciliation.py
autots/evaluator/tva/scenario.py
autots/evaluator/tva/structure.py
autots/evaluator/tva/trend_network.py
autots/evaluator/tva/tva.py
autots/mcp/README.md
autots/mcp/__init__.py
autots/mcp/__main__.py
autots/mcp/cache.py
autots/mcp/data_utils.py
autots/mcp/mosaic_profile_template.json
autots/mcp/prompts.py
autots/mcp/schemas.py
autots/mcp/schemas_data.py
autots/mcp/schemas_features.py
autots/mcp/schemas_forecast.py
autots/mcp/server.py
autots/mcp/handlers/__init__.py
autots/mcp/handlers/data.py
autots/mcp/handlers/features.py
autots/mcp/handlers/forecast.py
autots/mcp/handlers/prediction.py
autots/models/__init__.py
autots/models/arch.py
autots/models/base.py
autots/models/basics.py
autots/models/cassandra.py
autots/models/composite.py
autots/models/deepssm.py
autots/models/dnn.py
autots/models/ensemble.py
autots/models/gluonts.py
autots/models/matrix_var.py
autots/models/mlensemble.py
autots/models/model_list.py
autots/models/neural_forecast.py
autots/models/prophet.py
autots/models/pytorch.py
autots/models/sklearn.py
autots/models/statsmodels.py
autots/models/tide.py
autots/models/tva_model.py
autots/templates/__init__.py
autots/templates/general.py
autots/tools/__init__.py
autots/tools/anomaly_utils.py
autots/tools/autoencoder.py
autots/tools/bayesian_regression.py
autots/tools/calendar.py
autots/tools/changepoints.py
autots/tools/cointegration.py
autots/tools/constraint.py
autots/tools/cpu_count.py
autots/tools/fast_kalman.py
autots/tools/fast_kalman_params.py
autots/tools/fft.py
autots/tools/fir_filter.py
autots/tools/g7xx_codec.py
autots/tools/hierarchial.py
autots/tools/holiday.py
autots/tools/impute.py
autots/tools/kalman.py
autots/tools/lunar.py
autots/tools/mlflow.py
autots/tools/mocks.py
autots/tools/percentile.py
autots/tools/plotting.py
autots/tools/probabilistic.py
autots/tools/profile.py
autots/tools/regressor.py
autots/tools/seasonal.py
autots/tools/shaping.py
autots/tools/thresholding.py
autots/tools/transform.py
autots/tools/wavelet.py
autots/tools/window_functions.py
docs/catlin_m6_paper.tex
docs/conf.py
docs/metric_weighting_guide.md
tests/test_anomalies.py
tests/test_autots.py
tests/test_bayesian_regression.py
tests/test_calendar_holiday.py
tests/test_cassandra.py
tests/test_changepoints.py
tests/test_cointegration.py
tests/test_components.py
tests/test_constraint.py
tests/test_deepssm.py
tests/test_event_forecasting.py
tests/test_extended_anomaly_detector.py
tests/test_fast_kalman.py
tests/test_feature_detector.py
tests/test_g7xx_codec.py
tests/test_impute.py
tests/test_matrix_var_models.py
tests/test_mcp_server.py
tests/test_metrics.py
tests/test_mlensemble.py
tests/test_mlflow.py
tests/test_model_params_alignment.py
tests/test_nvar.py
tests/test_percentile.py
tests/test_prediction_object.py
tests/test_preprocessing_experts.py
tests/test_reconstruction_loss.py
tests/test_regressor.py
tests/test_seasonal.py
tests/test_sklearn_models.py
tests/test_statsmodels.py
tests/test_synthetic_data.py
tests/test_transforms.py
tests/test_tva.py
tests/test_validation.py
tests/test_window_functions.py