A more detailed models API how-to guide will be written in future.
In the meantime, please refer to:
- Train and run a simplified global weather model for a guide on training a reduced-resolution version of the published FourCastNeXt model by Guo et al. (2024).
- Train a model with the MLX framework using low hardware requirements for a guide on training a model using the MLX machine learning framework
- Nowcasting Autoencoder Tutorial for a guide on training an autoencoder with the PyTorch machine learning framework
- Forecasting ENSO using Machine Learning for a guide on training an XGBoost model for ENSO prediction
- FourCastNeXt Training Demo for a guide on training a high-resolution global weather model using a version of the published FourCastNeXt model by Guo et al. (2024).