Alternatives and similar repositories for WeatherBench:

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

• google-research / weatherbench2
  A benchmark for the next generation of data-driven global weather models.
  ☆508Updated this week
• ecmwf-lab / ai-models
  ☆461Updated 3 weeks ago
• amazon-science / earth-forecasting-transformer
  Official implementation of Earthformer
  ☆385Updated last year
• NVlabs / FourCastNet
  Initial public release of code, data, and model weights for FourCastNet
  ☆566Updated last year
• openclimatefix / graph_weather
  PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…
  ☆228Updated last week
• pySTEPS / pysteps
  Python framework for short-term ensemble prediction systems.
  ☆490Updated this week
• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆259Updated last week
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆237Updated last week
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆148Updated 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…
  ☆221Updated 3 months ago
• jaychempan / Awesome-LWMs
  🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆231Updated last month
• aditya-grover / climate-learn
  Source code for ClimateLearn
  ☆328Updated last year
• ecmwf / climetlab
  Python package for easy access to weather and climate data
  ☆379Updated 4 months ago
• ecmwf-lab / ai-models-panguweather
  ☆99Updated 6 months ago
• ecmwf-projects / mooc-machine-learning-weather-climate
  ☆194Updated last week
• hydrogo / rainymotion
  Python library for radar-based precipitation nowcasting based on optical flow techniques
  ☆185Updated 5 years ago
• ecmwf / ecmwf-opendata
  A package to download ECMWF open data
  ☆210Updated 3 weeks ago
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆147Updated last month
• ecmwf / notebook-examples
  Example notebooks showing how to work with ECMWF services and data
  ☆216Updated 3 weeks ago
• sxjscience / HKO-7
  Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"
  ☆406Updated 2 years ago
• OpenEarthLab / FengWu
  ☆119Updated 2 months ago
• HFAiLab / OpenCastKit
  The open-source solutions of FourCastNet and GraphCast
  ☆335Updated last year
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆110Updated last year
• google-research / arco-era5
  Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
  ☆370Updated this week
• hydrogo / rainnet
  RainNet: a convolutional neural network for radar-based precipitation nowcasting
  ☆129Updated 3 years ago
• neuralhydrology / neuralhydrology
  Python library to train neural networks with a strong focus on hydrological applications.
  ☆401Updated last week
• pangeo-data / climpred
  Verification of weather and climate forecasts
  ☆241Updated 2 months ago
• shengchaochen82 / Awesome-Foundation-Models-for-Weather-and-Climate
  A comprehesive survey about foundation models for weather and cliamte data understanding.
  ☆219Updated last month
• jweyn / DLWP-CS
  Deep learning models for global weather prediction on a cubed sphere
  ☆94Updated 4 years ago
• xarray-contrib / xskillscore
  Metrics for verifying forecasts
  ☆232Updated 2 months ago