Stars
The repository of the WeatherGenerator project
R package for spatial data handling https://rspatial.github.io/terra/reference/terra-package.html
This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".
Play atmospheric modelling like it's LEGO.
Hybrid ML + physics model of the Earth's atmosphere
PyTorch Extension Library of Optimized Scatter Operations
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
Positron, a next-generation data science IDE
Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.
A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
A Python Package to Download and Process the German Power Plant and Energy System Registry Marktstammdatenregister (MaStR)
PyPSA-Eur: A Sector-Coupled Open Optimisation Model of the European Energy System
A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).
The Clay Foundation Model - An open source AI model and interface for Earth
Graph Neural Network Library for PyTorch
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)
Run AI-based weather forecasting models with ECMWF data
Research Software for Neural Weather Prediction for Limited Area Modeling
Numerical weather prediction code from the WRF model, translated from Fortran to CUDA-C. Too fast.
Add geolocalised subsetting, masking, and plotting operations to xarray
A lightweight interface for working with the Weather Research and Forecasting (WRF) model output in Xarray.