pangeo-data / WeatherBenchLinks
A benchmark dataset for data-driven weather forecasting
☆774Updated last year
Alternatives and similar repositories for WeatherBench
Users that are interested in WeatherBench are comparing it to the libraries listed below
Sorting:
- ☆507Updated 5 months ago
- A benchmark for the next generation of data-driven global weather models.☆550Updated 2 weeks ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆272Updated this week
- Initial public release of code, data, and model weights for FourCastNet☆601Updated last year
- Python framework for short-term ensemble prediction systems.☆508Updated 3 weeks ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆249Updated last week
- Official implementation of Earthformer☆406Updated 2 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆258Updated this week
- Source code for ClimateLearn☆337Updated last year
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆282Updated last month
- Deep learning models for global weather prediction on a cubed sphere☆95Updated 4 years ago
- A list of Precipitation Nowcasting papers and related resources.☆162Updated 7 months ago
- Python package for easy access to weather and climate data☆382Updated 8 months ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆239Updated 8 months ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆247Updated 6 months ago
- Hybrid ML + physics model of the Earth's atmosphere☆853Updated last week
- Python library to train neural networks with a strong focus on hydrological applications.☆450Updated 2 weeks ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆173Updated last month
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆388Updated 3 weeks ago
- The open-source solutions of FourCastNet and GraphCast☆356Updated 2 years ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆133Updated last year
- ☆107Updated 10 months ago
- A package to download ECMWF open data☆250Updated this week
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆191Updated 5 years ago
- ☆39Updated 4 years ago
- ☆138Updated 7 months ago
- ☆85Updated 10 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆78Updated 3 months ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆86Updated 4 years ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆114Updated last year