meteofrance/mfai

Ai2 Climate Emulator: fast machine learning models for weather and climate prediction

Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

Datasets for Machine Learning weather forecasting models

Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.

PyTorch Implementation of Google Research's MetNet and MetNet-2

Core packages for Anemoi.

Research Software for Neural Weather Prediction for Limited Area Modeling

A benchmark for the next generation of data-driven global weather models.

Hybrid ML + physics model of the Earth's atmosphere