├── .github <- Github Actions workflows
│
├── baseline_models <- Pretrained baseline models, as well as python scripts and dependencies
| for re-training the models
│ ├── CNN <- Convolutional Neural Network
│ ├── ED <- Encoder Decoder
│ ├── HSR <- Heteroskedastic Regression
│ ├── MLP <- Multilayer Perceptron
│ ├── RPN <- Randomized Prior Network
│ └── cVAE <- Conditional Variational Autoencoder
│
├── climsim_utils <- Installable python package for data preprocessing and model evaluation
|
├── dataset_statistics <- Precomputed statistics of input and output variables in dataset
│
├── demo_notebooks <- Jupyter notebooks with examples of how to use the dataset for ML
│
├── evaluation <- Jupyter notebooks for evaluating ML models
│
├── grid_info <- Grid information for low-resolution dataset
│
├── preprocessing <- Jupyter notebooks for preprocessing
│ ├── normalizations <- Precomputed normalization factors for input and output data
│
├── tests <- Tests of any kind
│
├── website <- Documentation
|
├── .gitignore <- List of files ignored by git
|
|── LICENSE <- License
|
├── setup.py <- File for installing climsim_utils as a package
|
└── README.md