Stars
Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis
Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
m2lines / Samudra
Forked from suryadheeshjith/SamudraGlobal Ocean Emulator
An NSF NCAR developed, parallelized and GPU-resident, large-eddy simulation code for accelerated modeling of the atmospheric boundary layer.
MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.
A benchmark dataset for data-driven weather forecasting
Jatmos is a scalable simulator for atmospheric dynamics, written in JAX.
A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
A comprehesive survey about foundation models for weather and cliamte data understanding.
Python package for easily computing climate feedbacks using radiative kernels.
Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.
A Python package for tackling diverse environmental prediction tasks with NPs.
UFS Short-Range Weather Application
Run AI-based weather forecasting models with ECMWF data
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Learning in infinite dimension with neural operators.
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
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)
Awesome Open Atmospheric, Ocean, and Climate Science