├── .gitignore ├── LICENSE ├── README.md ├── arima.py ├── config ├── create-env.sh ├── environment-freeze.yml ├── environment.yml └── mail_config.ini ├── data ├── .gitkeep └── chirps_mask_land.npy ├── examples.md ├── image └── stconvs2s.png ├── main.py ├── ml_builder.py ├── model ├── __init__.py ├── ablation │ ├── __init__.py │ ├── spatial_block.py │ ├── stconvs2s.py │ └── temporal_block.py ├── baselines │ ├── __init__.py │ ├── conv2plus1d.py │ ├── conv3d.py │ ├── convlstm.py │ ├── encoder-decoder3d.py │ ├── mim.py │ └── predrnn.py ├── generator_block.py ├── spatial_block.py ├── stconvs2s.py └── temporal_block.py ├── notebooks ├── README.md ├── dropout-search │ └── run-notebooks-dropout-search.sh ├── notebook-builder.ipynb ├── run-notebooks.sh ├── settings.py ├── stconvs2s-c │ ├── cfsr-step5-v4.ipynb │ └── chirps-step5-v4.ipynb └── stconvs2s-r │ ├── cfsr-step5-v4.ipynb │ └── chirps-step5-v4.ipynb ├── output ├── .gitkeep ├── arima │ ├── cfsr-arima-step15.out │ ├── cfsr-arima.out │ ├── chirps-arima-step15.out │ └── chirps-arima.out └── full-dataset │ └── results │ ├── ablation-stconvs2s-c-inverted │ ├── cfsr-ablation-stconvs2s-c-inverted-step5-v4.out │ └── chirps-ablation-stconvs2s-c-inverted-step5-v4.out │ ├── ablation-stconvs2s-c-nochannelincrease │ ├── cfsr-ablation-stconvs2s-c-nochannelincrease-step5-v4.out │ └── chirps-ablation-stconvs2s-c-nochannelincrease-step5-v4.out │ ├── ablation-stconvs2s-c-notfactorized │ ├── cfsr-ablation-stconvs2s-c-notfactorized-step5-v4.out │ └── chirps-ablation-stconvs2s-c-notfactorized-step5-v4.out │ ├── ablation-stconvs2s-nocausalconstraint │ ├── cfsr-ablation-stconvs2s-nocausalconstraint-step5-v4.out │ └── chirps-ablation-stconvs2s-nocausalconstraint-step5-v4.out │ ├── ablation-stconvs2s-notemporal │ ├── cfsr-ablation-stconvs2s-notemporal-step5-v4.out │ └── chirps-ablation-stconvs2s-notemporal-step5-v4.out │ ├── ablation-stconvs2s-r-inverted │ ├── cfsr-ablation-stconvs2s-r-inverted-step5-v4.out │ └── chirps-ablation-stconvs2s-r-inverted-step5-v4.out │ ├── ablation-stconvs2s-r-nochannelincrease │ ├── cfsr-ablation-stconvs2s-r-nochannelincrease-step5-v4.out │ └── chirps-ablation-stconvs2s-r-nochannelincrease-step5-v4.out │ ├── ablation-stconvs2s-r-notfactorized │ ├── cfsr-ablation-stconvs2s-r-notfactorized-step5-v4.out │ └── chirps-ablation-stconvs2s-r-notfactorized-step5-v4.out │ ├── conv2plus1d │ ├── cfsr-conv2plus1d-step5-v4.out │ └── chirps-conv2plus1d-step5-v4.out │ ├── conv3d │ ├── cfsr-conv3d-step5-v4.out │ └── chirps-conv3d-step5-v4.out │ ├── convlstm │ ├── cfsr-convlstm-step15-v4.out │ ├── cfsr-convlstm-step5-v4.out │ ├── chips-convlstm-step15-v4.out │ ├── chips-convlstm-step5-v4.out │ ├── old-cfsr-convlstm-step5-v4.out │ └── old-chips-convlstm-step5-v4.out │ ├── enc-dec3d │ ├── cfsr-enc-dec3d-step5-v4.out │ └── chirps-enc-dec3d-step5-v4.out │ ├── mim │ ├── cfsr-mim-step5-v4-parado.out │ ├── cfsr-mim-step5-v4.out │ ├── chirps-mim-step15-v2.out │ └── chirps-mim-step5-v2.out │ ├── predrnn │ ├── cfsr-predrnn-step15-v2.out │ ├── cfsr-predrnn-step5-v2.out │ ├── chirps-predrnn-step15-v2.out │ ├── chirps-predrnn-step5-v2.out │ └── old-chirps-predrnn-step5-v2.out │ ├── stconvs2s-c │ ├── cfsr-stconvs2s-c-step15-v4.out │ ├── cfsr-stconvs2s-c-step5-v4.out │ ├── chirps-stconvs2s-c-step15-v4.out │ └── chirps-stconvs2s-c-step5-v4.out │ └── stconvs2s-r │ ├── cfsr-stconvs2s-r-step15-v4.out │ ├── cfsr-stconvs2s-r-step5-v4.out │ ├── chirps-stconvs2s-r-step15-v4.out │ └── chirps-stconvs2s-r-step5-v4.out └── tool ├── __init__.py ├── dataset.py ├── loss.py ├── train_evaluate.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AILAB-CEFET-RJ/stconvs2s/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 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