CHANGELOG.md
LICENSE
MANIFEST.in
README.md
pyproject.toml
docs/ARCHITECTURE.md
docs/DEVELOPMENT.md
docs/INSTALL.md
docs/RELEASE.md
docs/SOURCE_ENTRYPOINTS.md
docs/TAGS.md
docs/adapters.md
docs/api.md
docs/artifacts.md
docs/changelog.md
docs/cli-logging.md
docs/compatibility.md
docs/faq.md
docs/index.md
docs/legacy-index.md
docs/model-selection.md
docs/models.md
docs/rnn_paper_metadata.json
docs/rnn_paper_zoo.md
docs/rnn_zoo.md
docs/advanced/data-pipeline.md
docs/advanced/hierarchical.md
docs/advanced/multivariate.md
docs/api-reference/index.md
docs/cli/index.md
docs/getting-started/index.md
docs/getting-started/installation.md
docs/getting-started/quickstart.md
docs/guide/anomaly-detection.md
docs/guide/artifacts.md
docs/guide/data-format.md
docs/guide/evaluation.md
docs/guide/forecasting.md
docs/guide/global-models.md
docs/guide/index.md
docs/guide/intervals.md
docs/guide/models.md
docs/guide/tuning.md
docs/plans/2026-03-09-wave1-torch-local-parity-implementation.md
examples/adapters_darts.py
examples/adapters_gluonts.py
examples/adapters_shared_bundle.py
examples/adapters_sktime.py
examples/cv_and_conformal.py
examples/intermittent_demand.py
examples/leaderboard.py
examples/more_algorithms.py
examples/mstl_and_tbats.py
examples/quickstart_eval.py
examples/rnn_paper_zoo.py
examples/torch_global_models.py
examples/torch_models.py
src/foresight/__init__.py
src/foresight/__main__.py
src/foresight/backtesting.py
src/foresight/base.py
src/foresight/batch_execution.py
src/foresight/cli.py
src/foresight/cli_catalog.py
src/foresight/cli_data.py
src/foresight/cli_leaderboard.py
src/foresight/cli_runtime.py
src/foresight/cli_shared.py
src/foresight/conformal.py
src/foresight/cv.py
src/foresight/dataset_long_df_cache.py
src/foresight/detect.py
src/foresight/eval.py
src/foresight/eval_forecast.py
src/foresight/eval_predictions.py
src/foresight/forecast.py
src/foresight/hierarchical.py
src/foresight/intervals.py
src/foresight/io.py
src/foresight/long_df_cache.py
src/foresight/metrics.py
src/foresight/module_cache.py
src/foresight/optional_deps.py
src/foresight/pipeline.py
src/foresight/py.typed
src/foresight/serialization.py
src/foresight/splits.py
src/foresight/transforms.py
src/foresight/tuning.py
src/foresight/adapters/__init__.py
src/foresight/adapters/darts.py
src/foresight/adapters/gluonts.py
src/foresight/adapters/shared.py
src/foresight/adapters/sktime.py
src/foresight/contracts/__init__.py
src/foresight/contracts/capabilities.py
src/foresight/contracts/covariates.py
src/foresight/contracts/frames.py
src/foresight/contracts/params.py
src/foresight/data/__init__.py
src/foresight/data/format.py
src/foresight/data/prep.py
src/foresight/data/workflows.py
src/foresight/data/resources/datasets/catfish.csv
src/foresight/data/resources/datasets/ice_cream_interest.csv
src/foresight/data/resources/metadata/rnn_paper_metadata.json
src/foresight/data_processing/__init__.py
src/foresight/data_processing/format.py
src/foresight/data_processing/prep.py
src/foresight/data_processing/workflows.py
src/foresight/datasets/__init__.py
src/foresight/datasets/loaders.py
src/foresight/datasets/registry.py
src/foresight/docsgen/__init__.py
src/foresight/docsgen/rnn.py
src/foresight/features/__init__.py
src/foresight/features/lag.py
src/foresight/features/tabular.py
src/foresight/features/time.py
src/foresight/models/__init__.py
src/foresight/models/analog.py
src/foresight/models/ar.py
src/foresight/models/baselines.py
src/foresight/models/factories.py
src/foresight/models/foundation.py
src/foresight/models/foundation_wrappers_a.py
src/foresight/models/foundation_wrappers_b.py
src/foresight/models/fourier.py
src/foresight/models/global_regression.py
src/foresight/models/hf_time_series.py
src/foresight/models/intermittent.py
src/foresight/models/kalman.py
src/foresight/models/multivariate.py
src/foresight/models/naive.py
src/foresight/models/neural_runtime.py
src/foresight/models/registry.py
src/foresight/models/regression.py
src/foresight/models/resolution.py
src/foresight/models/runtime.py
src/foresight/models/smoothing.py
src/foresight/models/specs.py
src/foresight/models/spectral.py
src/foresight/models/ssa.py
src/foresight/models/statsmodels_wrap.py
src/foresight/models/theta.py
src/foresight/models/torch_ct_rnn.py
src/foresight/models/torch_global.py
src/foresight/models/torch_graph_attention.py
src/foresight/models/torch_graph_spectral.py
src/foresight/models/torch_graph_structure.py
src/foresight/models/torch_nn.py
src/foresight/models/torch_probabilistic.py
src/foresight/models/torch_reservoir.py
src/foresight/models/torch_rnn_paper_zoo.py
src/foresight/models/torch_rnn_zoo.py
src/foresight/models/torch_seq2seq.py
src/foresight/models/torch_ssm.py
src/foresight/models/torch_structured_rnn.py
src/foresight/models/torch_xformer.py
src/foresight/models/trend.py
src/foresight/models/catalog/__init__.py
src/foresight/models/catalog/classical.py
src/foresight/models/catalog/foundation.py
src/foresight/models/catalog/ml.py
src/foresight/models/catalog/multivariate.py
src/foresight/models/catalog/stats.py
src/foresight/models/catalog/torch_global.py
src/foresight/models/catalog/torch_local.py
src/foresight/services/__init__.py
src/foresight/services/cli_workflows.py
src/foresight/services/detection.py
src/foresight/services/evaluation.py
src/foresight/services/forecasting.py
src/foresight/services/model_execution.py
src/foresight/services/model_validation.py
src/foresight_ts.egg-info/PKG-INFO
src/foresight_ts.egg-info/SOURCES.txt
src/foresight_ts.egg-info/dependency_links.txt
src/foresight_ts.egg-info/entry_points.txt
src/foresight_ts.egg-info/requires.txt
src/foresight_ts.egg-info/top_level.txt
tests/test_adapters_darts_gluonts.py
tests/test_adapters_examples_docs.py
tests/test_adapters_public_surface.py
tests/test_adapters_sktime.py
tests/test_architecture_boundaries.py
tests/test_backtesting.py
tests/test_backtesting_max_train_size.py
tests/test_backtesting_max_windows.py
tests/test_batch_execution.py
tests/test_cli.py
tests/test_cli_artifact_info.py
tests/test_cli_broken_pipe.py
tests/test_cli_cv_run.py
tests/test_cli_data.py
tests/test_cli_data_dir.py
tests/test_cli_datasets.py
tests/test_cli_datasets_list_with_path.py
tests/test_cli_datasets_path.py
tests/test_cli_datasets_validate.py
tests/test_cli_datasets_validate_dates.py
tests/test_cli_datasets_validate_single.py
tests/test_cli_detect.py
tests/test_cli_docs_rnn.py
tests/test_cli_doctor.py
tests/test_cli_errors.py
tests/test_cli_eval.py
tests/test_cli_eval_csv.py
tests/test_cli_eval_format.py
tests/test_cli_eval_run.py
tests/test_cli_eval_run_intervals.py
tests/test_cli_forecast.py
tests/test_cli_leaderboard.py
tests/test_cli_leaderboard_models.py
tests/test_cli_leaderboard_summarize.py
tests/test_cli_leaderboard_sweep.py
tests/test_cli_max_windows.py
tests/test_cli_models.py
tests/test_cli_models_info_paper_metadata.py
tests/test_cli_models_list_extended.py
tests/test_cli_papers.py
tests/test_cli_runtime.py
tests/test_cli_shared.py
tests/test_cli_tuning.py
tests/test_cli_workflows_covariates.py
tests/test_conformal.py
tests/test_contracts_covariates.py
tests/test_contracts_frames.py
tests/test_contracts_params.py
tests/test_cv_predictions.py
tests/test_data_contracts_compat.py
tests/test_data_long_to_wide.py
tests/test_data_prep.py
tests/test_data_prep_wide.py
tests/test_data_to_long.py
tests/test_data_workflows.py
tests/test_dataset_parse_dates.py
tests/test_dataset_specs.py
tests/test_dataset_specs_extended.py
tests/test_datasets.py
tests/test_datasets_data_dir.py
tests/test_datasets_errors.py
tests/test_datasets_validate_time_checks.py
tests/test_detection.py
tests/test_docs_rnn_generated.py
tests/test_eval_by_step_metrics.py
tests/test_eval_local_summary.py
tests/test_eval_local_univariate.py
tests/test_eval_local_xreg.py
tests/test_eval_metadata.py
tests/test_eval_multivariate.py
tests/test_eval_panel.py
tests/test_eval_predictions.py
tests/test_features_lag.py
tests/test_features_lag_seasonal.py
tests/test_features_tabular.py
tests/test_features_time.py
tests/test_fetch_rnn_paper_metadata.py
tests/test_forecast_api.py
tests/test_forecaster_api.py
tests/test_forecasting_internals.py
tests/test_global_dispatch_missing_torch.py
tests/test_global_forecaster_api.py
tests/test_hierarchical.py
tests/test_intervals_bootstrap.py
tests/test_long_df_cache.py
tests/test_metrics.py
tests/test_metrics_extended.py
tests/test_metrics_probabilistic.py
tests/test_metrics_shape.py
tests/test_model_execution.py
tests/test_model_validation_messages.py
tests/test_model_validation_tool.py
tests/test_models_adida.py
tests/test_models_analog_knn.py
tests/test_models_ar.py
tests/test_models_ar_extended.py
tests/test_models_baselines.py
tests/test_models_ensemble.py
tests/test_models_fft.py
tests/test_models_foundation_smoke.py
tests/test_models_fourier.py
tests/test_models_fourier_arima.py
tests/test_models_fourier_auto_arima.py
tests/test_models_fourier_autoreg.py
tests/test_models_fourier_ets.py
tests/test_models_fourier_multi.py
tests/test_models_fourier_sarimax.py
tests/test_models_fourier_uc.py
tests/test_models_global_interface.py
tests/test_models_global_regression_smoke.py
tests/test_models_global_regression_validation.py
tests/test_models_graph_attention_smoke.py
tests/test_models_graph_spectral_smoke.py
tests/test_models_graph_structure_smoke.py
tests/test_models_intermittent.py
tests/test_models_intermittent_more.py
tests/test_models_kalman.py
tests/test_models_lag_derived_features.py
tests/test_models_mstl_autoreg.py
tests/test_models_mstl_ets.py
tests/test_models_mstl_sarimax.py
tests/test_models_mstl_uc.py
tests/test_models_multivariate.py
tests/test_models_multivariate_strategy_presets_smoke.py
tests/test_models_optional_deps.py
tests/test_models_optional_deps_catboost.py
tests/test_models_optional_deps_lgbm.py
tests/test_models_optional_deps_ml.py
tests/test_models_optional_deps_more.py
tests/test_models_optional_deps_torch.py
tests/test_models_optional_deps_transformers.py
tests/test_models_optional_deps_xgb.py
tests/test_models_probabilistic_smoke.py
tests/test_models_registry.py
tests/test_models_registry_more_models.py
tests/test_models_regression.py
tests/test_models_regression_direct.py
tests/test_models_regression_optional.py
tests/test_models_regression_optional_more.py
tests/test_models_regression_optional_more2.py
tests/test_models_regression_optional_tree.py
tests/test_models_rnn_zoo_100.py
tests/test_models_rnnpaper_100.py
tests/test_models_seasonal_mean.py
tests/test_models_seasonal_naive_auto.py
tests/test_models_smoothing.py
tests/test_models_smoothing_auto.py
tests/test_models_smoothing_damped.py
tests/test_models_specs.py
tests/test_models_ssa.py
tests/test_models_stl_auto_arima.py
tests/test_models_stl_autoreg.py
tests/test_models_stl_ets.py
tests/test_models_stl_sarimax.py
tests/test_models_stl_uc.py
tests/test_models_tbats_lite_auto_arima.py
tests/test_models_tbats_lite_autoreg.py
tests/test_models_tbats_lite_ets.py
tests/test_models_tbats_lite_sarimax.py
tests/test_models_tbats_lite_uc.py
tests/test_models_theta.py
tests/test_models_theta_auto.py
tests/test_models_torch_crossformer_pyraformer_smoke.py
tests/test_models_torch_reservoir_smoke.py
tests/test_models_torch_structured_rnn_smoke.py
tests/test_models_torch_xformer_seq2seq_smoke.py
tests/test_models_trend.py
tests/test_models_uc_seasonal.py
tests/test_module_cache.py
tests/test_no_duplicate_zero_returns.py
tests/test_no_float_literal_comparisons.py
tests/test_no_mergeable_nested_ifs.py
tests/test_no_nested_conditionals.py
tests/test_no_torch_builtin_recurrent_modules.py
tests/test_no_tuple_list_comprehensions.py
tests/test_optional_deps.py
tests/test_packaged_datasets_smoke.py
tests/test_packaged_paper_metadata.py
tests/test_pipeline_model.py
tests/test_pipeline_objects.py
tests/test_public_contract.py
tests/test_release_tooling.py
tests/test_root_import.py
tests/test_serialization.py
tests/test_splits.py
tests/test_static_covariate_services.py
tests/test_tools_check_no_ipynb.py
tests/test_torch_global_static_covariates.py
tests/test_torch_global_validation_messages.py
tests/test_torch_nn_validation_messages.py
tests/test_torch_rnnpaper_cuda_regressions.py
tests/test_torch_runtime_contract.py
tests/test_transformer_tools.py
tests/test_transforms.py
tests/test_tuning.py
tools/check_architecture_imports.py
tools/check_capability_docs.py
tools/check_no_ipynb.py
tools/convert_ipynb_to_py.py
tools/fetch_rnn_paper_metadata.py
tools/generate_model_capability_docs.py
tools/generate_rnn_docs.py
tools/release_check.py
tools/smoke_build_install.py
tools/storage_paths.py
tools/validate_all_models.py