Alternatives and similar repositories for mfai

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

• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆70Updated 2 weeks ago
• ecmwf / WeatherGenerator
  The repository of the WeatherGenerator project
  ☆70Updated 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
  ☆60Updated 3 weeks ago
• ai2cm / ace
  Ai2 Climate Emulator
  ☆116Updated 2 weeks ago
• ecmwf / anemoi-datasets
  ☆56Updated this week
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆64Updated last week
• ecmwf / anemoi-core
  Core packages for Anemoi.
  ☆73Updated this week
• ecmwf / anemoi-graphs
  ☆16Updated 8 months ago
• clessig / atmorep
  AtmoRep model code
  ☆46Updated 5 months ago
• meteofrance / py4cast
  Weather forecasting with Deep Learning
  ☆30Updated last month
• duncanwp / ClimateBench
  ☆91Updated last year
• openclimatefix / satflow
  Satellite Optical Flow with machine learning models
  ☆62Updated last year
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆58Updated 5 months ago
• xarray-contrib / xbatcher
  Batch generation from xarray datasets
  ☆181Updated 2 weeks ago
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆120Updated last week
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆45Updated last week
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆100Updated 6 months ago
• StevePny / DataAssimBench
  Benchmarking tools for applying AI/ML to data assimilation
  ☆23Updated 2 months ago
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆30Updated 4 months ago
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆114Updated last year
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated 2 weeks ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆58Updated 2 years ago
• EnergyWeatherAI / GenerativeNowcasting
  Code repository for "Extending intraday solar forecast with deep generative models".
  ☆21Updated last year
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆17Updated 2 years ago
• earth-mover / dataloader-demo
  ☆60Updated this week
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• ecmwf / anemoi-models
  ☆42Updated 8 months ago
• ecmwf / anemoi-inference
  ☆30Updated this week
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆87Updated 6 months ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆63Updated 3 years ago