pangeo-data / WeatherBenchLinks
A benchmark dataset for data-driven weather forecasting
☆811Updated 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.☆587Updated this week
- Run AI-based weather forecasting models with ECMWF data☆545Updated last month
- Official implementation of Earthformer☆437Updated 2 years ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆289Updated this week
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆278Updated last week
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆272Updated last week
- Python framework for short-term ensemble prediction systems.☆543Updated last week
- Initial public release of code, data, and model weights for FourCastNet☆651Updated 2 years ago
- Source code for ClimateLearn☆352Updated last year
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆328Updated 6 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆190Updated this week
- Deep learning models for global weather prediction on a cubed sphere☆94Updated 5 years ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆250Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆178Updated last year
- A cascade machine learning forecasting system for 15-day global weather forecast☆156Updated 2 years ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆227Updated 6 months ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆278Updated 11 months ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆332Updated this week
- Python library to train neural networks with a strong focus on hydrological applications.☆495Updated last week
- Hybrid ML + physics model of the Earth's atmosphere☆933Updated this week
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆93Updated 9 months ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆421Updated 3 years ago
- Implementation of the Aurora model for Earth system forecasting☆819Updated 2 months ago
- Deep Learning Weather Prediction☆162Updated 6 years ago
- ☆158Updated last month
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆438Updated 2 weeks ago
- The open-source solutions of FourCastNet and GraphCast☆373Updated 2 years ago
- Python package for easy access to weather and climate data☆383Updated last year
- ☆112Updated last year
- A package to download ECMWF open data☆289Updated last month