├── .gitignore ├── .pre-commit-config.yaml ├── .project-root ├── LICENSE ├── README.md ├── configs ├── __init__.py ├── callbacks │ ├── default.yaml │ ├── early_stopping.yaml │ ├── model_checkpoint.yaml │ ├── model_summary.yaml │ ├── none.yaml │ └── rich_progress_bar.yaml ├── data │ └── miarad.yaml ├── debug │ ├── default.yaml │ ├── fdr.yaml │ ├── limit.yaml │ ├── overfit.yaml │ └── profiler.yaml ├── experiment │ ├── gptcast_16x16.yaml │ ├── gptcast_8x8.yaml │ ├── vaeganvq_mae.yaml │ └── vaeganvq_mwae.yaml ├── extras │ └── default.yaml ├── hydra │ └── default.yaml ├── local │ └── .gitkeep ├── logger │ ├── aim.yaml │ ├── comet.yaml │ ├── csv.yaml │ ├── many_loggers.yaml │ ├── mlflow.yaml │ ├── neptune.yaml │ ├── tensorboard.yaml │ └── wandb.yaml ├── model │ ├── gptcast.yaml │ └── vaeganvq.yaml ├── paths │ └── default.yaml ├── train.yaml └── trainer │ ├── cpu.yaml │ ├── ddp.yaml │ ├── ddp_sim.yaml │ ├── default.yaml │ ├── gpu.yaml │ └── mps.yaml ├── create_environment.sh ├── data └── download_data.py ├── gptcast ├── __init__.py ├── data │ ├── __init__.py │ ├── miarad.py │ └── miarad_datamodule.py ├── models │ ├── __init__.py │ ├── components │ │ ├── __init__.py │ │ ├── transformer │ │ │ ├── __init__.py │ │ │ ├── mingpt.py │ │ │ └── permuter.py │ │ └── vaegan │ │ │ ├── __init__.py │ │ │ ├── encoder_decoder.py │ │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── discriminator.py │ │ │ ├── lpips.pth │ │ │ └── lpips.py │ │ │ └── quantize.py │ ├── gptcast.py │ └── vaegan.py ├── train.py └── utils │ ├── __init__.py │ ├── converters.py │ ├── downloads.py │ ├── instantiators.py │ ├── logging_utils.py │ ├── plotting.py │ ├── pylogger.py │ ├── rich_utils.py │ └── utils.py ├── install_python_ubuntu.sh ├── models └── download_pretrained_models.py ├── notebooks ├── example_autoencoder_reconstruction.ipynb ├── example_gptcast_forecast.ipynb ├── verification_crps_compute.ipynb ├── verification_crps_plot.ipynb ├── verification_rank_hist_compute.ipynb ├── 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