pangeo-data / WeatherBenchLinks
A benchmark dataset for data-driven weather forecasting
☆783Updated last year
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.☆565Updated 2 months ago
- ☆528Updated 7 months ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆276Updated last week
- Official implementation of Earthformer☆414Updated 2 years ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆261Updated last week
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆264Updated last week
- Source code for ClimateLearn☆345Updated last year
- Initial public release of code, data, and model weights for FourCastNet☆620Updated 2 years ago
- Python framework for short-term ensemble prediction systems.☆522Updated last week
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆305Updated 3 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆179Updated this week
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆256Updated 8 months ago
- A list of Precipitation Nowcasting papers and related resources.☆169Updated 9 months ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆244Updated 10 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆146Updated last year
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆87Updated 4 years ago
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆410Updated last month
- Deep learning models for global weather prediction on a cubed sphere☆95Updated 5 years ago
- Implementation of the Aurora model for Earth system forecasting☆755Updated this week
- ☆108Updated last year
- ☆141Updated 9 months ago
- The open-source solutions of FourCastNet and GraphCast☆361Updated 2 years ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆157Updated 8 months ago
- Python library to train neural networks with a strong focus on hydrological applications.☆471Updated last week
- Python package for easy access to weather and climate data☆379Updated 10 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆84Updated 5 months ago
- Hybrid ML + physics model of the Earth's atmosphere☆876Updated this week
- Deep Learning Weather Prediction☆161Updated 5 years ago
- ☆39Updated 4 years ago
- A modular framework for evaluating weather forecasts☆133Updated this week