├── README.md ├── configs ├── extrapolation │ ├── climate.yaml │ ├── etth1.yaml │ ├── etth2.yaml │ ├── ettm1.yaml │ ├── ettm2.yaml │ ├── kdd_cup.yaml │ ├── physionet.yaml │ └── traffic.yaml ├── interpolation │ ├── climate.yaml │ ├── etth1.yaml │ ├── etth2.yaml │ ├── ettm1.yaml │ ├── ettm2.yaml │ ├── kdd_cup.yaml │ ├── physionet.yaml │ └── traffic.yaml └── unconditional │ ├── energy.yaml │ ├── fred_md.yaml │ ├── kdd_cup.yaml │ ├── mujoco.yaml │ ├── nn5_daily.yaml │ ├── sine.yaml │ ├── stocks.yaml │ ├── temperature_rain.yaml │ └── traffic.yaml ├── data └── __init__.py ├── metrics ├── __init__.py ├── discriminative_torch.py ├── metrics_long_range.py └── predictive_metrics.py ├── models ├── ema.py ├── img_transformations.py ├── model.py ├── networks.py ├── sampler.py └── testing_models │ ├── s4.py │ └── s4d.py ├── requirements.yaml ├── run_conditional.py ├── run_unconditional.py ├── run_visualization.py ├── utils ├── __init__.py ├── dnnlib │ ├── __init__.py │ └── utils.py ├── loggers │ ├── __init__.py │ ├── base_logger.py │ ├── composite_logger.py │ ├── mlflow_logger.py │ ├── neptune_logger.py │ ├── print_logger.py │ └── tensorboard_logger.py ├── persistence.py ├── utils.py ├── utils_args.py ├── utils_data.py └── utils_vis.py └── visuals └── ts2img.png /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/azencot-group/ImagenTime/HEAD/README.md -------------------------------------------------------------------------------- /configs/extrapolation/climate.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/azencot-group/ImagenTime/HEAD/configs/extrapolation/climate.yaml -------------------------------------------------------------------------------- /configs/extrapolation/etth1.yaml: -------------------------------------------------------------------------------- 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