Alternatives and similar repositories for climate-learn

Users that are interested in climate-learn are comparing it to the libraries listed below

• leap-stc / ClimSim
  An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.
  ☆159Updated 9 months ago
• openclimatefix / graph_weather
  Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …
  ☆275Updated last week
• google-research / weatherbench2
  A benchmark for the next generation of data-driven global weather models.
  ☆577Updated 2 weeks ago
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆150Updated this week
• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆284Updated this week
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆182Updated this week
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆115Updated 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…
  ☆247Updated 11 months ago
• duncanwp / ClimateBench
  ☆106Updated last year
• ecmwf-lab / ai-models
  ☆536Updated 8 months ago
• tung-nd / stormer
  ☆70Updated 8 months ago
• alan-turing-institute / deepsensor
  A Python package for tackling diverse environmental prediction tasks with NPs.
  ☆117Updated last month
• NASA-IMPACT / Prithvi-WxC
  Implementation of the Prithvi WxC Foundation Model and Downstream Tasks
  ☆166Updated 3 months ago
• rebase-energy / awesome-weather-models
  🌦️ A catalogue and categorization of AI-based weather forecasting models.
  ☆135Updated 6 months ago
• shengchaochen82 / Awesome-Foundation-Models-for-Weather-and-Climate
  A comprehesive survey about foundation models for weather and cliamte data understanding.
  ☆268Updated 9 months ago
• google-research / arco-era5
  Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
  ☆420Updated 2 months ago
• microsoft / subseasonal_data
  Data access package for the SubseasonalClimateUSA dataset
  ☆35Updated last year
• amazon-science / earth-forecasting-transformer
  Official implementation of Earthformer
  ☆427Updated 2 years ago
• ecmwf-training / mooc-machine-learning-weather-climate
  ☆199Updated 8 months ago
• neuralgcm / dinosaur
  NeuralGCM's differentiable dycore
  ☆307Updated this week
• jaychempan / Awesome-LWMs
  A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆318Updated 4 months ago
• ai2cm / ace
  Ai2 Climate Emulator
  ☆143Updated last week
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆103Updated 8 months ago
• NVIDIA / makani
  Massively parallel training of machine-learning based weather and climate models
  ☆337Updated last week
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆271Updated last week
• clessig / atmorep
  AtmoRep model code
  ☆46Updated 8 months ago
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆84Updated last week
• microsoft / aurora
  Implementation of the Aurora model for Earth system forecasting
  ☆785Updated this week
• pangeo-data / mldata
  ML Datasets Catalog
  ☆59Updated 2 years ago
• jweyn / DLWP-CS
  Deep learning models for global weather prediction on a cubed sphere
  ☆95Updated 5 years ago