LICENSE
MANIFEST.in
README.md
setup.py
docs/Makefile
docs/make.bat
docs/requirements.txt
docs/source/api.rst
docs/source/citing.rst
docs/source/code_of_conduct.rst
docs/source/conf.py
docs/source/contributing.rst
docs/source/glossary.rst
docs/source/index.rst
docs/source/installation.rst
docs/source/license.rst
docs/source/motivation.rst
docs/source/quickstart.rst
docs/source/_autosummary/anomaly/fusionlab.nn.anomaly_detection.LSTMAutoencoderAnomaly.rst
docs/source/_autosummary/anomaly/fusionlab.nn.anomaly_detection.PredictionErrorAnomalyScore.rst
docs/source/_autosummary/anomaly/fusionlab.nn.anomaly_detection.SequenceAnomalyScoreLayer.rst
docs/source/_autosummary/components_attn/fusionlab.nn.components.CrossAttention.rst
docs/source/_autosummary/components_attn/fusionlab.nn.components.ExplainableAttention.rst
docs/source/_autosummary/components_attn/fusionlab.nn.components.HierarchicalAttention.rst
docs/source/_autosummary/components_attn/fusionlab.nn.components.MemoryAugmentedAttention.rst
docs/source/_autosummary/components_attn/fusionlab.nn.components.MultiResolutionAttentionFusion.rst
docs/source/_autosummary/components_attn/fusionlab.nn.components.TemporalAttentionLayer.rst
docs/source/_autosummary/components_core/fusionlab.nn.components.GatedResidualNetwork.rst
docs/source/_autosummary/components_core/fusionlab.nn.components.LearnedNormalization.rst
docs/source/_autosummary/components_core/fusionlab.nn.components.PositionalEncoding.rst
docs/source/_autosummary/components_core/fusionlab.nn.components.StaticEnrichmentLayer.rst
docs/source/_autosummary/components_core/fusionlab.nn.components.VariableSelectionNetwork.rst
docs/source/_autosummary/components_io/fusionlab.nn.components.MultiDecoder.rst
docs/source/_autosummary/components_io/fusionlab.nn.components.MultiModalEmbedding.rst
docs/source/_autosummary/components_io/fusionlab.nn.components.QuantileDistributionModeling.rst
docs/source/_autosummary/components_seq/fusionlab.nn.components.DynamicTimeWindow.rst
docs/source/_autosummary/components_seq/fusionlab.nn.components.MultiScaleLSTM.rst
docs/source/_autosummary/components_seq/fusionlab.nn.components.aggregate_multiscale.rst
docs/source/_autosummary/components_seq/fusionlab.nn.components.aggregate_time_window_output.rst
docs/source/_autosummary/datasets_load/fusionlab.datasets.load.fetch_nansha_data.rst
docs/source/_autosummary/datasets_load/fusionlab.datasets.load.fetch_zhongshan_data.rst
docs/source/_autosummary/datasets_load/fusionlab.datasets.load.load_processed_subsidence_data.rst
docs/source/_autosummary/datasets_make/fusionlab.datasets.make.make_anomaly_data.rst
docs/source/_autosummary/datasets_make/fusionlab.datasets.make.make_multi_feature_time_series.rst
docs/source/_autosummary/datasets_make/fusionlab.datasets.make.make_multivariate_target_data.rst
docs/source/_autosummary/datasets_make/fusionlab.datasets.make.make_quantile_prediction_data.rst
docs/source/_autosummary/datasets_make/fusionlab.datasets.make.make_trend_seasonal_data.rst
docs/source/_autosummary/losses/fusionlab.nn.components.AdaptiveQuantileLoss.rst
docs/source/_autosummary/losses/fusionlab.nn.components.AnomalyLoss.rst
docs/source/_autosummary/losses/fusionlab.nn.components.MultiObjectiveLoss.rst
docs/source/_autosummary/losses/fusionlab.nn.losses.anomaly_loss.rst
docs/source/_autosummary/losses/fusionlab.nn.losses.combined_quantile_loss.rst
docs/source/_autosummary/losses/fusionlab.nn.losses.combined_total_loss.rst
docs/source/_autosummary/losses/fusionlab.nn.losses.objective_loss.rst
docs/source/_autosummary/losses/fusionlab.nn.losses.prediction_based_loss.rst
docs/source/_autosummary/losses/fusionlab.nn.losses.quantile_loss.rst
docs/source/_autosummary/losses/fusionlab.nn.losses.quantile_loss_multi.rst
docs/source/_autosummary/models/fusionlab.nn.transformers.NTemporalFusionTransformer.rst
docs/source/_autosummary/models/fusionlab.nn.transformers.SuperXTFT.rst
docs/source/_autosummary/models/fusionlab.nn.transformers.TFT.rst
docs/source/_autosummary/models/fusionlab.nn.transformers.TemporalFusionTransformer.rst
docs/source/_autosummary/models/fusionlab.nn.transformers.XTFT.rst
docs/source/_autosummary/nn_utils/fusionlab.nn.utils.compute_anomaly_scores.rst
docs/source/_autosummary/nn_utils/fusionlab.nn.utils.compute_forecast_horizon.rst
docs/source/_autosummary/nn_utils/fusionlab.nn.utils.create_sequences.rst
docs/source/_autosummary/nn_utils/fusionlab.nn.utils.forecast_multi_step.rst
docs/source/_autosummary/nn_utils/fusionlab.nn.utils.forecast_single_step.rst
docs/source/_autosummary/nn_utils/fusionlab.nn.utils.generate_forecast.rst
docs/source/_autosummary/nn_utils/fusionlab.nn.utils.generate_forecast_with.rst
docs/source/_autosummary/nn_utils/fusionlab.nn.utils.prepare_spatial_future_data.rst
docs/source/_autosummary/nn_utils/fusionlab.nn.utils.reshape_xtft_data.rst
docs/source/_autosummary/nn_utils/fusionlab.nn.utils.split_static_dynamic.rst
docs/source/_autosummary/nn_utils/fusionlab.nn.utils.step_to_long.rst
docs/source/_autosummary/nn_utils/fusionlab.nn.utils.visualize_forecasts.rst
docs/source/_autosummary/ts_utils/fusionlab.utils.ts_utils.create_lag_features.rst
docs/source/_autosummary/ts_utils/fusionlab.utils.ts_utils.decompose_ts.rst
docs/source/_autosummary/ts_utils/fusionlab.utils.ts_utils.filter_by_period.rst
docs/source/_autosummary/ts_utils/fusionlab.utils.ts_utils.get_decomposition_method.rst
docs/source/_autosummary/ts_utils/fusionlab.utils.ts_utils.infer_decomposition_method.rst
docs/source/_autosummary/ts_utils/fusionlab.utils.ts_utils.select_and_reduce_features.rst
docs/source/_autosummary/ts_utils/fusionlab.utils.ts_utils.to_dt.rst
docs/source/_autosummary/ts_utils/fusionlab.utils.ts_utils.transform_stationarity.rst
docs/source/_autosummary/ts_utils/fusionlab.utils.ts_utils.trend_analysis.rst
docs/source/_autosummary/ts_utils/fusionlab.utils.ts_utils.trend_ops.rst
docs/source/_autosummary/ts_utils/fusionlab.utils.ts_utils.ts_corr_analysis.rst
docs/source/_autosummary/ts_utils/fusionlab.utils.ts_utils.ts_engineering.rst
docs/source/_autosummary/ts_utils/fusionlab.utils.ts_utils.ts_outlier_detector.rst
docs/source/_autosummary/ts_utils/fusionlab.utils.ts_utils.ts_split.rst
docs/source/_autosummary/ts_utils/fusionlab.utils.ts_utils.ts_validator.rst
docs/source/_autosummary/tuning/fusionlab.nn.forecast_tuner.tft_tuner.rst
docs/source/_autosummary/tuning/fusionlab.nn.forecast_tuner.xtft_tuner.rst
docs/source/_static/favicon.ico
docs/source/_static/fusionlab.png
docs/source/_static/fusionlab.svg
docs/source/_static/fusionlab_b.png
docs/source/_static/logo_long.png
docs/source/_static/css/custom.css
docs/source/release_notes/index.rst
docs/source/release_notes/v0.1.0.rst
docs/source/release_notes/v0.1.1.rst
docs/source/release_notes/v0.2.0.rst
docs/source/release_notes/v0.2.1.rst
docs/source/release_notes/v0.2.2.rst
docs/source/release_notes/v0.2.3.rst
docs/source/user_guide/anomaly_detection.rst
docs/source/user_guide/case_histories.rst
docs/source/user_guide/components.rst
docs/source/user_guide/data_preparation_workflow.rst
docs/source/user_guide/datasets.rst
docs/source/user_guide/index.rst
docs/source/user_guide/introduction.rst
docs/source/user_guide/losses.rst
docs/source/user_guide/models.rst
docs/source/user_guide/tools.rst
docs/source/user_guide/visualizing_with_kdiagram.rst
docs/source/user_guide/evaluation/evaluation_plotting.rst
docs/source/user_guide/evaluation/index.rst
docs/source/user_guide/evaluation/metrics.rst
docs/source/user_guide/exercices/anomaly_detection_exercise.rst
docs/source/user_guide/exercices/exercise_advanced_xtft.rst
docs/source/user_guide/exercices/exercise_basic_forecasting.rst
docs/source/user_guide/exercices/exercise_case_history_data_prep.rst
docs/source/user_guide/exercices/exercise_experimental_super_tft.rst
docs/source/user_guide/exercices/exercise_quantile_forecast.rst
docs/source/user_guide/exercices/exercise_tft_required_inputs.rst
docs/source/user_guide/exercices/index.rst
docs/source/user_guide/forecast_tuner/forecast_tuner.rst
docs/source/user_guide/forecast_tuner/forecast_tuner_class_based.rst
docs/source/user_guide/forecast_tuner/index.rst
docs/source/user_guide/forecast_tuner/tuning_examples.rst
docs/source/user_guide/forecast_tuner/tuning_xtft.rst
docs/source/user_guide/gallery/anomaly_detection_examples.rst
docs/source/user_guide/gallery/command_line_usage.rst
docs/source/user_guide/gallery/index.rst
docs/source/user_guide/gallery/forecasting/advanced_forecasting_xtft.rst
docs/source/user_guide/gallery/forecasting/basic_tft_forecasting.rst
docs/source/user_guide/gallery/forecasting/index.rst
docs/source/user_guide/gallery/forecasting/quantile_forecasting_tft.rst
docs/source/user_guide/gallery/forecasting/tft_required_inputs_example.rst
docs/source/user_guide/gallery/forecasting/xtft_with_anomaly_detection.rst
docs/source/user_guide/utils/forecasting_workflow_utils.rst
docs/source/user_guide/utils/index.rst
docs/source/user_guide/utils/nn_utils.rst
docs/source/user_guide/utils/ts_utils.rst
fusionlab/__init__.py
fusionlab/_fusionlog.py
fusionlab/_util.py
fusionlab/decorators.py
fusionlab/exceptions.py
fusionlab/metrics.py
fusionlab/api/__init__.py
fusionlab/api/bunch.py
fusionlab/api/docs.py
fusionlab/api/property.py
fusionlab/api/summary.py
fusionlab/api/types.py
fusionlab/api/util.py
fusionlab/backends/__init__.py
fusionlab/backends/base.py
fusionlab/backends/cupy.py
fusionlab/backends/dask.py
fusionlab/backends/nn.py
fusionlab/backends/numpy.py
fusionlab/backends/scipy.py
fusionlab/backends/selector.py
fusionlab/compat/__init__.py
fusionlab/compat/numpy.py
fusionlab/compat/pandas.py
fusionlab/compat/scipy.py
fusionlab/compat/sklearn.py
fusionlab/compat/tf.py
fusionlab/compat/types.py
fusionlab/core/__init__.py
fusionlab/core/array_manager.py
fusionlab/core/checks.py
fusionlab/core/diagnose_q.py
fusionlab/core/handlers.py
fusionlab/core/io.py
fusionlab/core/utils.py
fusionlab/datasets/__init__.py
fusionlab/datasets/_property.py
fusionlab/datasets/load.py
fusionlab/datasets/make.py
fusionlab/datasets/data/__init__.py
fusionlab/datasets/data/nansha_2000.csv
fusionlab/datasets/data/zhongshan_2000.csv
fusionlab/nn/__init__.py
fusionlab/nn/_adj_tft.py
fusionlab/nn/_config.py
fusionlab/nn/_forecast_tuner.py
fusionlab/nn/_tensor_validation.py
fusionlab/nn/_tft.py
fusionlab/nn/_wrappers.py
fusionlab/nn/_xtft.py
fusionlab/nn/anomaly_detection.py
fusionlab/nn/components.py
fusionlab/nn/dummies.py
fusionlab/nn/forecast_tuner.py
fusionlab/nn/keras_validator.py
fusionlab/nn/losses.py
fusionlab/nn/physnet.py
fusionlab/nn/transformers.py
fusionlab/nn/tuner.py
fusionlab/nn/utils.py
fusionlab/nn/wrappers.py
fusionlab/plot/__init__.py
fusionlab/plot/_evaluation.py
fusionlab/plot/evaluation.py
fusionlab/plot/forecast.py
fusionlab/tools/__init__.py
fusionlab/tools/tft_batch_p.py
fusionlab/tools/tft_cli.py
fusionlab/tools/xtft_point.py
fusionlab/tools/xtft_proba.py
fusionlab/tools/xtft_proba_p.py
fusionlab/utils/__init__.py
fusionlab/utils/_array_api.py
fusionlab/utils/_arraytools.py
fusionlab/utils/_dependency.py
fusionlab/utils/_packaging_version.py
fusionlab/utils/base_utils.py
fusionlab/utils/data_utils.py
fusionlab/utils/deps_utils.py
fusionlab/utils/generic_utils.py
fusionlab/utils/io_utils.py
fusionlab/utils/spatial_utils.py
fusionlab/utils/sys_utils.py
fusionlab/utils/ts_utils.py
fusionlab/utils/validator.py
fusionlab/utils/version.py