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digital_typhoon_neurips23_forecasting

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jaredhwang commited on
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a950326
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1 Parent(s): e53fc77

Add forecasting model from github page https://github.com/kitamoto-lab/benchmarks/releases/tag/neurips2023

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Files changed (25) hide show
  1. .DS_Store +3 -0
  2. .gitattributes +5 -0
  3. ConvLSTM/ConvLSTM.py +3 -0
  4. ConvLSTM/ConvLSTMCell.py +3 -0
  5. ConvLSTM/Seq2Seq.py +3 -0
  6. ConvLSTM/__init__.py +0 -0
  7. ConvLSTM/hyperparameters.py +3 -0
  8. ConvLSTM_logs/.DS_Store +3 -0
  9. ConvLSTM_logs/lightning_logs/version_8/events.out.tfevents.1685894782.dcf207197a3f +3 -0
  10. ConvLSTM_logs/lightning_logs/version_8/validation_indices.txt +3 -0
  11. Dataloader/PadSequence.py +3 -0
  12. Dataloader/SequenceDatamodule.py +3 -0
  13. Dataloader/__init__.py +0 -0
  14. Pipeline_logs/.DS_Store +3 -0
  15. ResNet/.DS_Store +3 -0
  16. ResNet/hyperparameters.py +3 -0
  17. ResNet_logs/lightning_logs/version_14/events.out.tfevents.1686092710.3b6dfe14168a +3 -0
  18. __init__.py +0 -0
  19. evaluate_forecasting_pipeline.py +3 -0
  20. evaluation/__init__.py +0 -0
  21. evaluation/predict.py +3 -0
  22. train_convLSTM.py +3 -0
  23. train_resnet.py +3 -0
  24. weights/convLSTM_weights_epoch244.ckpt +3 -0
  25. weights/resnet_weights_epoch21.ckpt +3 -0
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