First version of the ClimateSetEmulator repository - this is the version used for the Neurips Dataset and Benchmark Track publication 2023. Future changes of the ArXiv version of the paper will be reflected in the newer versions of this codebase.
This first version includes:
- raw code base to run emulation and reproduce results from the paper
- classes and structure that support adding, training, and testing new models
- loggers (wandb)
- interface with users via configs
- bash scripts to retrieve core dataset and model checkpoints
- documented code and a readme for the emulator code base
- license
What is not included and you might be looking for it here:
- data: please refer to hugging face (and our website)
- data processing pipelines: this code is currently separated from the emulator code base and is under active development
- tools to maintain this codebase: will be added in the next version