├── .github └── workflows │ ├── dependabot.yml │ └── unittest.yml ├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── NOTICE ├── README.md ├── datasets └── nbody │ └── mnist.npz ├── figures ├── cuboid_illustration.gif ├── data │ ├── earthnet │ │ ├── vis_earthnet_ndvi_train0.png │ │ └── vis_earthnet_rgb_train0.png │ ├── nbody │ │ ├── chaos_nbody_dis01.png │ │ ├── chaos_nbody_dis02_seed0.png │ │ ├── chaos_seed9 │ │ │ ├── mm_dis01.png │ │ │ ├── mm_dis01_seq0.npy │ │ │ ├── mm_dis01_seq1.npy │ │ │ ├── nbody_r0_dis02.png │ │ │ ├── nbody_r0_dis02_seq0.npy │ │ │ └── nbody_r0_dis02_seq1.npy │ │ ├── mnist_chaos_dis01.png │ │ ├── vis_chaos_seed9.pdf │ │ └── vis_chaos_seed9.png │ └── sevir │ │ ├── sevir_example.png │ │ └── sevir_example_len7.pdf └── teaser.png ├── scripts ├── baselines │ └── persistence │ │ └── earthnet │ │ ├── README.md │ │ ├── cfg.yaml │ │ └── test_persistence_earthnet.py ├── cuboid_transformer │ ├── earthnet_w_meso │ │ ├── README.md │ │ ├── cfg.yaml │ │ ├── earthformer_earthnet_v1.yaml │ │ ├── inference_tutorial_earthformer_earthnet2021.ipynb │ │ ├── inference_tutorial_earthformer_earthnet2021x.ipynb │ │ ├── predict_cuboid_en21x.py │ │ └── train_cuboid_earthnet.py │ ├── enso │ │ ├── README.md │ │ ├── cfg.yaml │ │ ├── earthformer_enso_v1.yaml │ │ └── train_cuboid_enso.py │ ├── moving_mnist │ │ ├── README.md │ │ ├── cfg.yaml │ │ └── train_cuboid_mnist.py │ ├── nbody │ │ ├── README.md │ │ ├── cfg.yaml │ │ └── train_cuboid_nbody.py │ └── sevir │ │ ├── README.md │ │ ├── cfg_sevir.yaml │ │ ├── cfg_sevirlr.yaml │ │ ├── earthformer_sevir_v1.yaml │ │ └── train_cuboid_sevir.py └── datasets │ ├── nbody │ ├── README.md │ ├── cfg.yaml │ ├── download_nbody_paper.py │ └── generate_nbody_dataset.py │ └── sevir │ └── download_sevir.py ├── setup.py ├── src └── earthformer │ ├── __init__.py │ ├── baselines │ ├── __init__.py │ └── persistence.py │ ├── config.py │ ├── cuboid_transformer │ ├── __init__.py │ ├── cuboid_transformer.py │ ├── cuboid_transformer_patterns.py │ ├── cuboid_transformer_unet_dec.py │ └── utils.py │ ├── datasets │ ├── __init__.py │ ├── augmentation.py │ ├── earthnet │ │ ├── __init__.py │ │ ├── earthnet21x_dataloader.py │ │ ├── earthnet_dataloader.py │ │ ├── earthnet_scores.py │ │ ├── earthnet_toolkit │ │ │ ├── __init__.py │ │ │ ├── coords.py │ │ │ ├── coords_dict.py │ │ │ ├── download.py │ │ │ ├── download_links.py │ │ │ ├── parallel_score.py │ │ │ └── plot_cube.py │ │ └── visualization.py │ ├── enso │ │ ├── __init__.py │ │ └── enso_dataloader.py │ ├── moving_mnist │ │ ├── __init__.py │ │ └── moving_mnist.py │ ├── nbody │ │ ├── __init__.py │ │ ├── nbody_mnist.py │ │ └── nbody_mnist_torch_wrap.py │ └── sevir │ │ ├── __init__.py │ │ ├── sevir_dataloader.py │ │ └── sevir_torch_wrap.py │ ├── metrics │ ├── __init__.py │ ├── enso.py │ ├── sevir.py │ ├── skill_scores.py │ └── torchmetrics_wo_compute.py │ ├── utils │ ├── __init__.py │ ├── apex_ddp.py │ ├── checkpoint.py │ ├── layout.py │ ├── optim.py │ 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