Alternatives and similar repositories for weatherbenchX

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

• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆114Updated last year
• NVIDIA / earth2mip
  Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…
  ☆242Updated 9 months ago
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆179Updated this week
• ai2cm / ace
  Ai2 Climate Emulator
  ☆129Updated this week
• NASA-IMPACT / Prithvi-WxC
  Implementation of the Prithvi WxC Foundation Model and Downstream Tasks
  ☆156Updated last month
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆70Updated this week
• leap-stc / ClimSim
  An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.
  ☆157Updated 8 months ago
• openclimatefix / graph_weather
  Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …
  ☆260Updated last week
• alan-turing-institute / deepsensor
  A Python package for tackling diverse environmental prediction tasks with NPs.
  ☆116Updated 4 months ago
• duncanwp / ClimateBench
  ☆103Updated last year
• microsoft / subseasonal_toolkit
  Subseasonal forecasting models
  ☆55Updated 8 months ago
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆35Updated 6 months ago
• Earth-Intelligence-Lab / LocalizedWeather
  This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".
  ☆43Updated this week
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆46Updated last week
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆76Updated this week
• ecmwf / anemoi-datasets
  ☆57Updated this week
• brightbandtech / nnja-ai
  Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis
  ☆62Updated last month
• tung-nd / stormer
  ☆65Updated 6 months ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆88Updated 7 months ago
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆100Updated 7 months ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆58Updated 2 years ago
• rebase-energy / awesome-weather-models
  🌦️ A catalogue and categorization of AI-based weather forecasting models.
  ☆130Updated 4 months ago
• ecmwf-lab / ai-models-graphcast
  ☆88Updated last year
• neuralgcm / dinosaur
  NeuralGCM's differentiable dycore
  ☆299Updated 2 months ago
• clessig / atmorep
  AtmoRep model code
  ☆46Updated 6 months ago
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆83Updated 5 months ago
• NVIDIA / earth2studio
  Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.
  ☆268Updated this week
• gcouairon / ArchesWeather
  ☆48Updated 8 months ago
• ecmwf / WeatherGenerator
  The repository of the WeatherGenerator project
  ☆76Updated this week
• openclimatefix / satflow
  Satellite Optical Flow with machine learning models
  ☆62Updated last year