pangeo-data / WeatherBenchLinks
A benchmark dataset for data-driven weather forecasting
☆806Updated 2 years ago
Alternatives and similar repositories for WeatherBench
Users that are interested in WeatherBench are comparing it to the libraries listed below
Sorting:
- A benchmark for the next generation of data-driven global weather models.☆585Updated last month
- ☆538Updated last week
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆285Updated last week
- Official implementation of Earthformer☆430Updated 2 years ago
- Python framework for short-term ensemble prediction systems.☆534Updated last week
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆276Updated last week
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆271Updated last week
- Initial public release of code, data, and model weights for FourCastNet☆641Updated 2 years ago
- A list of Precipitation Nowcasting papers and related resources.☆175Updated last year
- Source code for ClimateLearn☆351Updated last year
- Deep learning models for global weather prediction on a cubed sphere☆95Updated 5 years ago
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆326Updated 5 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆188Updated 2 weeks ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆151Updated 2 years ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆248Updated last year
- Python package for easy access to weather and climate data☆382Updated last year
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆429Updated 2 weeks ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆222Updated 5 months ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆88Updated 5 years ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆272Updated 10 months ago
- Implementation of the Aurora model for Earth system forecasting☆801Updated last month
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆191Updated 6 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆89Updated 8 months ago
- Python library to train neural networks with a strong focus on hydrological applications.☆490Updated last month
- The open-source solutions of FourCastNet and GraphCast☆370Updated 2 years ago
- A package to download ECMWF open data☆284Updated 2 weeks ago
- Latent diffusion for generative precipitation nowcasting☆137Updated 2 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆315Updated this week
- ☆112Updated last year