Models API How-To Guide

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).