Alternatives and similar repositories for WeatherBench:

Users that are interested in WeatherBench are comparing it to the libraries listed below

• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆253Updated last week
• ecmwf-lab / ai-models
  ☆443Updated 3 weeks ago
• openclimatefix / graph_weather
  PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…
  ☆218Updated last week
• amazon-science / earth-forecasting-transformer
  Official implementation of Earthformer
  ☆379Updated last year
• google-research / weatherbench2
  A benchmark for the next generation of data-driven global weather models.
  ☆495Updated last week
• NVlabs / FourCastNet
  Initial public release of code, data, and model weights for FourCastNet
  ☆559Updated last year
• pySTEPS / pysteps
  Python framework for short-term ensemble prediction systems.
  ☆482Updated 2 weeks ago
• jaychempan / Awesome-LWMs
  🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆221Updated this week
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆143Updated 2 months ago
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆228Updated last week
• ecmwf / ecmwf-opendata
  A package to download ECMWF open data
  ☆202Updated 2 months ago
• ecmwf / climetlab
  Python package for easy access to weather and climate data
  ☆379Updated 3 months ago
• NVIDIA / earth2mip
  Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…
  ☆214Updated 2 months ago
• aditya-grover / climate-learn
  Source code for ClimateLearn
  ☆325Updated 11 months ago
• shengchaochen82 / Awesome-Foundation-Models-for-Weather-and-Climate
  A comprehesive survey about foundation models for weather and cliamte data understanding.
  ☆211Updated 2 weeks ago
• hydrogo / rainymotion
  Python library for radar-based precipitation nowcasting based on optical flow techniques
  ☆185Updated 5 years ago
• google-research / arco-era5
  Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
  ☆360Updated this week
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆106Updated last year
• ecmwf / notebook-examples
  Example notebooks showing how to work with ECMWF services and data
  ☆212Updated 2 weeks ago
• jweyn / DLWP-CS
  Deep learning models for global weather prediction on a cubed sphere
  ☆93Updated 4 years ago
• ecmwf-projects / mooc-machine-learning-weather-climate
  ☆192Updated last year
• HFAiLab / OpenCastKit
  The open-source solutions of FourCastNet and GraphCast
  ☆326Updated last year
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆139Updated this week
• microsoft / aurora
  Implementation of the Aurora model for Earth system forecasting
  ☆301Updated last week
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆91Updated last year
• hydrogo / rainnet
  RainNet: a convolutional neural network for radar-based precipitation nowcasting
  ☆128Updated 3 years ago
• neuralhydrology / neuralhydrology
  Python library to train neural networks with a strong focus on hydrological applications.
  ☆393Updated last month
• FrontierDevelopmentLab / PyRain
  ☆41Updated 4 years ago
• rebase-energy / awesome-weather-models
  🌦️ A catalogue and categorization of AI-based weather forecasting models.
  ☆125Updated 4 months ago
• jeonghwan723 / DL_ENSO
  CNN for climate forecast
  ☆88Updated 9 months ago