Alternatives and similar repositories for neural-lam

Users that are interested in neural-lam are comparing it to the libraries listed below

• openclimatefix / graph_weather
  Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …
  ☆275Updated last week
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆87Updated 7 months ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆74Updated last year
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆50Updated this week
• gcouairon / ArchesWeather
  ☆47Updated 10 months ago
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆84Updated last week
• tung-nd / stormer
  ☆69Updated 8 months ago
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆38Updated 7 months ago
• leap-stc / ChaosBench
  ☆45Updated 8 months ago
• spcl / DiffDA
  ☆35Updated 4 months ago
• p-hss / consistency-climate-downscaling
  ☆35Updated 2 months ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆29Updated 2 years ago
• 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
• 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
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆26Updated last year
• clessig / atmorep
  AtmoRep model code
  ☆46Updated 8 months ago
• leap-stc / ClimSim
  An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.
  ☆159Updated 9 months ago
• jaychempan / Awesome-LWMs
  A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆318Updated 4 months ago
• duncanwp / ClimateBench
  ☆106Updated last year
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆113Updated 8 months ago
• ai2cm / ace
  Ai2 Climate Emulator
  ☆143Updated last week
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆146Updated last week
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆134Updated 2 years ago
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated last month
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆115Updated last year
• wuxinwang1997 / DABench
  ☆14Updated last year
• ecmwf-lab / ai-models-fourcastnetv2
  ☆68Updated last year
• kyegomez / metnet3
  An implementation of "metnet3" in Pytorch
  ☆36Updated 3 weeks ago
• cbuelt / dduq
  Uncertainty quantification for data-driven weather models.
  ☆14Updated 7 months ago