├── .circleci └── config.yml ├── .flake8 ├── .github ├── dependabot.yml └── workflows │ ├── codesee-arch-diagram.yml │ └── python-publish.yml ├── .gitignore ├── .idea └── workspace.xml ├── .pre-commit-config.yaml ├── .readthedocs.yaml ├── LICENSE ├── README.md ├── docs ├── Makefile ├── make.bat ├── requirements.txt └── source │ ├── basic_ae.rst │ ├── basic_utils.rst │ ├── buil_dataset.rst │ ├── closest_station.rst │ ├── conf.py │ ├── crossformer.rst │ ├── custom_opt.rst │ ├── custom_types.rst │ ├── d_linear.rst │ ├── data_converter.rst │ ├── dummy_torch.rst │ ├── evaluator.rst │ ├── explain_model_output.rst │ ├── index.rst │ ├── inference.rst │ ├── informer.rst │ ├── interpolate_preprocess.rst │ ├── itransformer.rst │ ├── long_train.rst │ ├── lower_upper_config.rst │ ├── meta_models.rst │ ├── model.rst │ ├── model_dict_function.rst │ ├── modules.rst │ ├── multi_head_base.rst │ ├── pre_dict.rst │ ├── preprocess_da_rnn.rst │ ├── preprocess_metadata.rst │ ├── process_usgs.rst │ ├── pytorch_loaders.rst │ ├── pytorch_training.rst │ ├── temporal_feats.rst │ ├── time_model.rst │ ├── train_da.rst │ ├── trainer.rst │ ├── training_utils.rst │ ├── transformer_basic.rst │ ├── transformer_bottleneck.rst │ ├── transformer_xl.rst │ ├── utils.rst │ └── utils_da.rst ├── flood_forecast ├── basic │ ├── base_line_methods.py │ ├── d_n_linear.py │ ├── gru_vanilla.py │ ├── linear_regression.py │ └── lstm_vanilla.py ├── custom │ ├── custom_activation.py │ ├── custom_opt.py │ ├── dilate_loss.py │ └── focal_loss.py ├── da_rnn │ ├── README.md │ ├── checkpoint │ │ ├── .gitkeep │ │ ├── decoder.pth │ │ └── encoder.pth │ ├── config │ │ ├── dec_kwargs.json │ │ └── enc_kwargs.json │ ├── constants.py │ ├── custom_types.py │ ├── main_predict.py │ ├── model.py │ ├── modules.py │ ├── train_da.py │ └── utils.py ├── data_analysis │ └── Flood Severity Info.ipynb ├── deployment │ └── inference.py ├── evaluator.py ├── explain_model_output.py ├── gcp_integration │ └── basic_utils.py ├── long_train.py ├── meta_models │ ├── basic_ae.py │ └── merging_model.py ├── meta_train.py ├── model_dict_function.py ├── multi_models │ └── crossvivit.py ├── plot_functions.py ├── pre_dict.py ├── preprocessing │ ├── buil_dataset.py │ ├── closest_station.py │ ├── data_converter.py │ ├── eco_gage_set.py │ ├── interpolate_preprocess.py │ ├── preprocess_da_rnn.py │ ├── preprocess_metadata.py │ ├── process_usgs.py │ ├── pytorch_loaders.py │ ├── temporal_feats.py │ └── virus_dataset │ │ └── .gitkeep ├── pytorch_training.py ├── series_id_helper.py ├── temporal_decoding.py ├── time_model.py ├── trainer.py ├── training_utils.py ├── transformer_xl │ ├── anomaly_transformer.py │ ├── attn.py │ ├── basis_former.py │ ├── cross_former.py │ ├── data_embedding.py │ ├── dsanet.py │ ├── dummy_torch.py │ ├── informer.py │ ├── itransformer.py │ ├── lower_upper_config.py │ ├── masks.py │ ├── multi_head_base.py │ ├── transformer_basic.py │ ├── transformer_bottleneck.py │ └── transformer_xl.py └── utils.py ├── requirements.txt ├── setup.py └── tests ├── 24_May_202202_25PM_1.json ├── __init__.py ├── auto_encoder.json ├── classification_test.json ├── config.json ├── cross_former.json ├── custom_encode.json ├── da_meta.json ├── da_rnn.json ├── da_rnn_probabilistic.json ├── data_format_tests.py ├── data_loader_tests.py ├── decoder_test.json ├── dlinear.json ├── dsanet.json ├── dsanet_3.json ├── full_transformer.json ├── gru_vanilla.json ├── lstm_probabilistic_test.json ├── lstm_test.json ├── meta_data_test.json ├── meta_data_tests.py ├── multi_config.json ├── multi_decoder_test.json ├── multi_modal_tests └── test_cross_vivit.py ├── multi_test.json ├── multitask_decoder.json ├── nlinear.json ├── probabilistic_linear_regression_test.json ├── pytorc_train_tests.py ├── scaling_json.json ├── test2.csv ├── test_attn.py ├── test_classification2_loader.py ├── test_da_rnn.py ├── test_data ├── asos-12N.csv ├── asos-12N_small.csv ├── asos_process.json ├── asos_raw.csv ├── avocad_small.csv ├── big_black_md.json ├── big_black_test_small.csv ├── fake_test_small.csv ├── farm_ex.csv ├── ff_test.csv ├── full_out.json ├── imputation_test.csv ├── keag_small.csv ├── river_test.csv ├── river_test_sm.csv ├── small_test.csv ├── solar_small.csv ├── test2.csv ├── test_asos_raw.csv └── test_format_data.csv ├── test_data2 ├── keag_small.csv └── test_csv.csv ├── test_decoder.py ├── test_deployment.py ├── test_dual.json ├── test_evaluation.py ├── test_explain_model_output.py ├── test_handle_multi_crit.py ├── test_iTransformer.json ├── test_inf_single.json ├── test_informer.json ├── test_informer.py ├── test_init ├── chick_final.csv └── keag_small.csv ├── test_join.py ├── test_loss.py ├── test_merging_models.py ├── test_meta_pr.py ├── test_multitask_decoder.py ├── test_plot.py ├── test_preprocessing.py ├── test_preprocessing_ae.py ├── test_series_id.py ├── test_squashed.py ├── test_variable_length.py ├── time_model_test.py ├── transformer_b_series.json ├── transformer_bottleneck.json ├── transformer_gaussian.json ├── tsmixer_test.json ├── usgs_tests.py ├── validation_loop_test.py └── variable_autoencoderl.json /.circleci/config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/.circleci/config.yml -------------------------------------------------------------------------------- /.flake8: -------------------------------------------------------------------------------- 1 | [flake8] 2 | max_line_length=122 3 | ignore=E305,W504,E126,E401,E721,F722 4 | max-complexity=20 5 | -------------------------------------------------------------------------------- /.github/dependabot.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/.github/dependabot.yml -------------------------------------------------------------------------------- /.github/workflows/codesee-arch-diagram.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/.github/workflows/codesee-arch-diagram.yml -------------------------------------------------------------------------------- /.github/workflows/python-publish.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/.github/workflows/python-publish.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/.gitignore -------------------------------------------------------------------------------- /.idea/workspace.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/.idea/workspace.xml -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/.pre-commit-config.yaml -------------------------------------------------------------------------------- /.readthedocs.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/.readthedocs.yaml -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/README.md -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/Makefile -------------------------------------------------------------------------------- /docs/make.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/make.bat -------------------------------------------------------------------------------- /docs/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/requirements.txt -------------------------------------------------------------------------------- /docs/source/basic_ae.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/basic_ae.rst -------------------------------------------------------------------------------- /docs/source/basic_utils.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/basic_utils.rst -------------------------------------------------------------------------------- /docs/source/buil_dataset.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/buil_dataset.rst -------------------------------------------------------------------------------- /docs/source/closest_station.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/closest_station.rst -------------------------------------------------------------------------------- /docs/source/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/conf.py -------------------------------------------------------------------------------- /docs/source/crossformer.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/crossformer.rst -------------------------------------------------------------------------------- /docs/source/custom_opt.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/custom_opt.rst -------------------------------------------------------------------------------- /docs/source/custom_types.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/custom_types.rst -------------------------------------------------------------------------------- /docs/source/d_linear.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/d_linear.rst -------------------------------------------------------------------------------- /docs/source/data_converter.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/data_converter.rst -------------------------------------------------------------------------------- /docs/source/dummy_torch.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/dummy_torch.rst -------------------------------------------------------------------------------- /docs/source/evaluator.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/evaluator.rst -------------------------------------------------------------------------------- /docs/source/explain_model_output.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/explain_model_output.rst -------------------------------------------------------------------------------- /docs/source/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/index.rst -------------------------------------------------------------------------------- /docs/source/inference.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/inference.rst -------------------------------------------------------------------------------- /docs/source/informer.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/informer.rst -------------------------------------------------------------------------------- /docs/source/interpolate_preprocess.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/interpolate_preprocess.rst -------------------------------------------------------------------------------- /docs/source/itransformer.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/itransformer.rst -------------------------------------------------------------------------------- /docs/source/long_train.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/long_train.rst -------------------------------------------------------------------------------- /docs/source/lower_upper_config.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/lower_upper_config.rst -------------------------------------------------------------------------------- /docs/source/meta_models.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/meta_models.rst -------------------------------------------------------------------------------- /docs/source/model.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/model.rst -------------------------------------------------------------------------------- /docs/source/model_dict_function.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/model_dict_function.rst -------------------------------------------------------------------------------- /docs/source/modules.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/modules.rst -------------------------------------------------------------------------------- /docs/source/multi_head_base.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/multi_head_base.rst -------------------------------------------------------------------------------- /docs/source/pre_dict.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/pre_dict.rst -------------------------------------------------------------------------------- /docs/source/preprocess_da_rnn.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/preprocess_da_rnn.rst -------------------------------------------------------------------------------- /docs/source/preprocess_metadata.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/preprocess_metadata.rst -------------------------------------------------------------------------------- /docs/source/process_usgs.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/process_usgs.rst -------------------------------------------------------------------------------- /docs/source/pytorch_loaders.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/pytorch_loaders.rst -------------------------------------------------------------------------------- /docs/source/pytorch_training.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/pytorch_training.rst -------------------------------------------------------------------------------- /docs/source/temporal_feats.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/temporal_feats.rst -------------------------------------------------------------------------------- /docs/source/time_model.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/time_model.rst -------------------------------------------------------------------------------- /docs/source/train_da.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/train_da.rst -------------------------------------------------------------------------------- /docs/source/trainer.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/trainer.rst -------------------------------------------------------------------------------- /docs/source/training_utils.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/training_utils.rst -------------------------------------------------------------------------------- /docs/source/transformer_basic.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/transformer_basic.rst -------------------------------------------------------------------------------- /docs/source/transformer_bottleneck.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/transformer_bottleneck.rst -------------------------------------------------------------------------------- /docs/source/transformer_xl.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/transformer_xl.rst -------------------------------------------------------------------------------- /docs/source/utils.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/utils.rst -------------------------------------------------------------------------------- /docs/source/utils_da.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/docs/source/utils_da.rst -------------------------------------------------------------------------------- /flood_forecast/basic/base_line_methods.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/basic/base_line_methods.py -------------------------------------------------------------------------------- /flood_forecast/basic/d_n_linear.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/basic/d_n_linear.py -------------------------------------------------------------------------------- /flood_forecast/basic/gru_vanilla.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/basic/gru_vanilla.py -------------------------------------------------------------------------------- /flood_forecast/basic/linear_regression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/basic/linear_regression.py -------------------------------------------------------------------------------- /flood_forecast/basic/lstm_vanilla.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/basic/lstm_vanilla.py -------------------------------------------------------------------------------- /flood_forecast/custom/custom_activation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/custom/custom_activation.py -------------------------------------------------------------------------------- /flood_forecast/custom/custom_opt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/custom/custom_opt.py -------------------------------------------------------------------------------- /flood_forecast/custom/dilate_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/custom/dilate_loss.py -------------------------------------------------------------------------------- /flood_forecast/custom/focal_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/custom/focal_loss.py -------------------------------------------------------------------------------- /flood_forecast/da_rnn/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/da_rnn/README.md -------------------------------------------------------------------------------- /flood_forecast/da_rnn/checkpoint/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /flood_forecast/da_rnn/checkpoint/decoder.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/da_rnn/checkpoint/decoder.pth -------------------------------------------------------------------------------- /flood_forecast/da_rnn/checkpoint/encoder.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/da_rnn/checkpoint/encoder.pth -------------------------------------------------------------------------------- /flood_forecast/da_rnn/config/dec_kwargs.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/da_rnn/config/dec_kwargs.json -------------------------------------------------------------------------------- /flood_forecast/da_rnn/config/enc_kwargs.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/da_rnn/config/enc_kwargs.json -------------------------------------------------------------------------------- /flood_forecast/da_rnn/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/da_rnn/constants.py -------------------------------------------------------------------------------- /flood_forecast/da_rnn/custom_types.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/da_rnn/custom_types.py -------------------------------------------------------------------------------- /flood_forecast/da_rnn/main_predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/da_rnn/main_predict.py -------------------------------------------------------------------------------- /flood_forecast/da_rnn/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/da_rnn/model.py -------------------------------------------------------------------------------- /flood_forecast/da_rnn/modules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/da_rnn/modules.py -------------------------------------------------------------------------------- /flood_forecast/da_rnn/train_da.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/da_rnn/train_da.py -------------------------------------------------------------------------------- /flood_forecast/da_rnn/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/da_rnn/utils.py -------------------------------------------------------------------------------- /flood_forecast/data_analysis/Flood Severity Info.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/data_analysis/Flood Severity Info.ipynb -------------------------------------------------------------------------------- /flood_forecast/deployment/inference.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/deployment/inference.py -------------------------------------------------------------------------------- /flood_forecast/evaluator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/evaluator.py -------------------------------------------------------------------------------- /flood_forecast/explain_model_output.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/explain_model_output.py -------------------------------------------------------------------------------- /flood_forecast/gcp_integration/basic_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/gcp_integration/basic_utils.py -------------------------------------------------------------------------------- /flood_forecast/long_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/long_train.py -------------------------------------------------------------------------------- /flood_forecast/meta_models/basic_ae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/meta_models/basic_ae.py -------------------------------------------------------------------------------- /flood_forecast/meta_models/merging_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/meta_models/merging_model.py -------------------------------------------------------------------------------- /flood_forecast/meta_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/meta_train.py -------------------------------------------------------------------------------- /flood_forecast/model_dict_function.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/model_dict_function.py -------------------------------------------------------------------------------- /flood_forecast/multi_models/crossvivit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/multi_models/crossvivit.py -------------------------------------------------------------------------------- /flood_forecast/plot_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/plot_functions.py -------------------------------------------------------------------------------- /flood_forecast/pre_dict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/pre_dict.py -------------------------------------------------------------------------------- /flood_forecast/preprocessing/buil_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/preprocessing/buil_dataset.py -------------------------------------------------------------------------------- /flood_forecast/preprocessing/closest_station.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/preprocessing/closest_station.py -------------------------------------------------------------------------------- /flood_forecast/preprocessing/data_converter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/preprocessing/data_converter.py -------------------------------------------------------------------------------- /flood_forecast/preprocessing/eco_gage_set.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/preprocessing/eco_gage_set.py -------------------------------------------------------------------------------- /flood_forecast/preprocessing/interpolate_preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/preprocessing/interpolate_preprocess.py -------------------------------------------------------------------------------- /flood_forecast/preprocessing/preprocess_da_rnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/preprocessing/preprocess_da_rnn.py -------------------------------------------------------------------------------- /flood_forecast/preprocessing/preprocess_metadata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/preprocessing/preprocess_metadata.py -------------------------------------------------------------------------------- /flood_forecast/preprocessing/process_usgs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/preprocessing/process_usgs.py -------------------------------------------------------------------------------- /flood_forecast/preprocessing/pytorch_loaders.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/preprocessing/pytorch_loaders.py -------------------------------------------------------------------------------- /flood_forecast/preprocessing/temporal_feats.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/preprocessing/temporal_feats.py -------------------------------------------------------------------------------- /flood_forecast/preprocessing/virus_dataset/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /flood_forecast/pytorch_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/pytorch_training.py -------------------------------------------------------------------------------- /flood_forecast/series_id_helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/series_id_helper.py -------------------------------------------------------------------------------- /flood_forecast/temporal_decoding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/temporal_decoding.py -------------------------------------------------------------------------------- /flood_forecast/time_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/time_model.py -------------------------------------------------------------------------------- /flood_forecast/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/trainer.py -------------------------------------------------------------------------------- /flood_forecast/training_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/training_utils.py -------------------------------------------------------------------------------- /flood_forecast/transformer_xl/anomaly_transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/transformer_xl/anomaly_transformer.py -------------------------------------------------------------------------------- /flood_forecast/transformer_xl/attn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/transformer_xl/attn.py -------------------------------------------------------------------------------- /flood_forecast/transformer_xl/basis_former.py: -------------------------------------------------------------------------------- 1 | # TO-DO implement basis former 2 | -------------------------------------------------------------------------------- /flood_forecast/transformer_xl/cross_former.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/transformer_xl/cross_former.py -------------------------------------------------------------------------------- /flood_forecast/transformer_xl/data_embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/transformer_xl/data_embedding.py -------------------------------------------------------------------------------- /flood_forecast/transformer_xl/dsanet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/transformer_xl/dsanet.py -------------------------------------------------------------------------------- /flood_forecast/transformer_xl/dummy_torch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/transformer_xl/dummy_torch.py -------------------------------------------------------------------------------- /flood_forecast/transformer_xl/informer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/transformer_xl/informer.py -------------------------------------------------------------------------------- /flood_forecast/transformer_xl/itransformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/transformer_xl/itransformer.py -------------------------------------------------------------------------------- /flood_forecast/transformer_xl/lower_upper_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/transformer_xl/lower_upper_config.py -------------------------------------------------------------------------------- /flood_forecast/transformer_xl/masks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/transformer_xl/masks.py -------------------------------------------------------------------------------- /flood_forecast/transformer_xl/multi_head_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/transformer_xl/multi_head_base.py -------------------------------------------------------------------------------- /flood_forecast/transformer_xl/transformer_basic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/transformer_xl/transformer_basic.py -------------------------------------------------------------------------------- /flood_forecast/transformer_xl/transformer_bottleneck.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/transformer_xl/transformer_bottleneck.py -------------------------------------------------------------------------------- /flood_forecast/transformer_xl/transformer_xl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/transformer_xl/transformer_xl.py -------------------------------------------------------------------------------- /flood_forecast/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/flood_forecast/utils.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/setup.py -------------------------------------------------------------------------------- /tests/24_May_202202_25PM_1.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/24_May_202202_25PM_1.json -------------------------------------------------------------------------------- /tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/auto_encoder.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/auto_encoder.json -------------------------------------------------------------------------------- /tests/classification_test.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/classification_test.json -------------------------------------------------------------------------------- /tests/config.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/config.json -------------------------------------------------------------------------------- /tests/cross_former.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/cross_former.json -------------------------------------------------------------------------------- /tests/custom_encode.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/custom_encode.json -------------------------------------------------------------------------------- /tests/da_meta.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/da_meta.json -------------------------------------------------------------------------------- /tests/da_rnn.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/da_rnn.json -------------------------------------------------------------------------------- /tests/da_rnn_probabilistic.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/da_rnn_probabilistic.json -------------------------------------------------------------------------------- /tests/data_format_tests.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/data_format_tests.py -------------------------------------------------------------------------------- /tests/data_loader_tests.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/data_loader_tests.py -------------------------------------------------------------------------------- /tests/decoder_test.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/decoder_test.json -------------------------------------------------------------------------------- /tests/dlinear.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/dlinear.json -------------------------------------------------------------------------------- /tests/dsanet.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/dsanet.json -------------------------------------------------------------------------------- /tests/dsanet_3.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/dsanet_3.json -------------------------------------------------------------------------------- /tests/full_transformer.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/full_transformer.json -------------------------------------------------------------------------------- /tests/gru_vanilla.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/gru_vanilla.json -------------------------------------------------------------------------------- /tests/lstm_probabilistic_test.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/lstm_probabilistic_test.json -------------------------------------------------------------------------------- /tests/lstm_test.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/lstm_test.json -------------------------------------------------------------------------------- /tests/meta_data_test.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/meta_data_test.json -------------------------------------------------------------------------------- /tests/meta_data_tests.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/meta_data_tests.py -------------------------------------------------------------------------------- /tests/multi_config.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/multi_config.json -------------------------------------------------------------------------------- /tests/multi_decoder_test.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/multi_decoder_test.json -------------------------------------------------------------------------------- /tests/multi_modal_tests/test_cross_vivit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/multi_modal_tests/test_cross_vivit.py -------------------------------------------------------------------------------- /tests/multi_test.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/multi_test.json -------------------------------------------------------------------------------- /tests/multitask_decoder.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/multitask_decoder.json -------------------------------------------------------------------------------- /tests/nlinear.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/nlinear.json -------------------------------------------------------------------------------- /tests/probabilistic_linear_regression_test.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/probabilistic_linear_regression_test.json -------------------------------------------------------------------------------- /tests/pytorc_train_tests.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/pytorc_train_tests.py -------------------------------------------------------------------------------- /tests/scaling_json.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/scaling_json.json -------------------------------------------------------------------------------- /tests/test2.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test2.csv -------------------------------------------------------------------------------- /tests/test_attn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_attn.py -------------------------------------------------------------------------------- /tests/test_classification2_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_classification2_loader.py -------------------------------------------------------------------------------- /tests/test_da_rnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_da_rnn.py -------------------------------------------------------------------------------- /tests/test_data/asos-12N.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/asos-12N.csv -------------------------------------------------------------------------------- /tests/test_data/asos-12N_small.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/asos-12N_small.csv -------------------------------------------------------------------------------- /tests/test_data/asos_process.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/asos_process.json -------------------------------------------------------------------------------- /tests/test_data/asos_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/asos_raw.csv -------------------------------------------------------------------------------- /tests/test_data/avocad_small.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/avocad_small.csv -------------------------------------------------------------------------------- /tests/test_data/big_black_md.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/big_black_md.json -------------------------------------------------------------------------------- /tests/test_data/big_black_test_small.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/big_black_test_small.csv -------------------------------------------------------------------------------- /tests/test_data/fake_test_small.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/fake_test_small.csv -------------------------------------------------------------------------------- /tests/test_data/farm_ex.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/farm_ex.csv -------------------------------------------------------------------------------- /tests/test_data/ff_test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/ff_test.csv -------------------------------------------------------------------------------- /tests/test_data/full_out.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/full_out.json -------------------------------------------------------------------------------- /tests/test_data/imputation_test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/imputation_test.csv -------------------------------------------------------------------------------- /tests/test_data/keag_small.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/keag_small.csv -------------------------------------------------------------------------------- /tests/test_data/river_test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/river_test.csv -------------------------------------------------------------------------------- /tests/test_data/river_test_sm.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/river_test_sm.csv -------------------------------------------------------------------------------- /tests/test_data/small_test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/small_test.csv -------------------------------------------------------------------------------- /tests/test_data/solar_small.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/solar_small.csv -------------------------------------------------------------------------------- /tests/test_data/test2.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/test2.csv -------------------------------------------------------------------------------- /tests/test_data/test_asos_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/test_asos_raw.csv -------------------------------------------------------------------------------- /tests/test_data/test_format_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data/test_format_data.csv -------------------------------------------------------------------------------- /tests/test_data2/keag_small.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data2/keag_small.csv -------------------------------------------------------------------------------- /tests/test_data2/test_csv.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_data2/test_csv.csv -------------------------------------------------------------------------------- /tests/test_decoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_decoder.py -------------------------------------------------------------------------------- /tests/test_deployment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_deployment.py -------------------------------------------------------------------------------- /tests/test_dual.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_dual.json -------------------------------------------------------------------------------- /tests/test_evaluation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_evaluation.py -------------------------------------------------------------------------------- /tests/test_explain_model_output.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_explain_model_output.py -------------------------------------------------------------------------------- /tests/test_handle_multi_crit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_handle_multi_crit.py -------------------------------------------------------------------------------- /tests/test_iTransformer.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_iTransformer.json -------------------------------------------------------------------------------- /tests/test_inf_single.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_inf_single.json -------------------------------------------------------------------------------- /tests/test_informer.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_informer.json -------------------------------------------------------------------------------- /tests/test_informer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_informer.py -------------------------------------------------------------------------------- /tests/test_init/chick_final.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_init/chick_final.csv -------------------------------------------------------------------------------- /tests/test_init/keag_small.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_init/keag_small.csv -------------------------------------------------------------------------------- /tests/test_join.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_join.py -------------------------------------------------------------------------------- /tests/test_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_loss.py -------------------------------------------------------------------------------- /tests/test_merging_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_merging_models.py -------------------------------------------------------------------------------- /tests/test_meta_pr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_meta_pr.py -------------------------------------------------------------------------------- /tests/test_multitask_decoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_multitask_decoder.py -------------------------------------------------------------------------------- /tests/test_plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_plot.py -------------------------------------------------------------------------------- /tests/test_preprocessing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_preprocessing.py -------------------------------------------------------------------------------- /tests/test_preprocessing_ae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_preprocessing_ae.py -------------------------------------------------------------------------------- /tests/test_series_id.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_series_id.py -------------------------------------------------------------------------------- /tests/test_squashed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_squashed.py -------------------------------------------------------------------------------- /tests/test_variable_length.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/test_variable_length.py -------------------------------------------------------------------------------- /tests/time_model_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/time_model_test.py -------------------------------------------------------------------------------- /tests/transformer_b_series.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/transformer_b_series.json -------------------------------------------------------------------------------- /tests/transformer_bottleneck.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/transformer_bottleneck.json -------------------------------------------------------------------------------- /tests/transformer_gaussian.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/transformer_gaussian.json -------------------------------------------------------------------------------- /tests/tsmixer_test.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/tsmixer_test.json -------------------------------------------------------------------------------- /tests/usgs_tests.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/usgs_tests.py -------------------------------------------------------------------------------- /tests/validation_loop_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/validation_loop_test.py -------------------------------------------------------------------------------- /tests/variable_autoencoderl.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIStream-Peelout/flow-forecast/HEAD/tests/variable_autoencoderl.json --------------------------------------------------------------------------------