Alternatives and similar repositories for ai-models-ensembles

Users that are interested in ai-models-ensembles are comparing it to the libraries listed below

• ecmwf / anemoi-inference
  ☆33Updated last week
• AtmosSci-DLESM / DLESyM
  Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)
  ☆22Updated this week
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆74Updated last year
• ecmwf / anemoi-models
  ☆45Updated 11 months ago
• ecmwf / anemoi-datasets
  ☆60Updated this week
• xgcm / aerobulk-python
  A python wrapper for aerobulk (https://github.com/brodeau/aerobulk)
  ☆21Updated 2 weeks ago
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆103Updated 9 months ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated 2 years ago
• NCAR / miles-credit
  MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.
  ☆61Updated this week
• Climdyn / qgs
  A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.
  ☆40Updated 5 months ago
• ecmwf / anemoi-utils
  ☆13Updated this week
• coecms / era5
  Python code to manage ERA5 downloads at NCI
  ☆33Updated 4 years ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago
• xarray-contrib / xwrf
  A lightweight interface for working with the Weather Research and Forecasting (WRF) model output in Xarray.
  ☆64Updated 3 weeks ago
• eWaterCycle / era5cli
  Command Line Interface to download ERA5 from Copernicus Climate Data Service
  ☆56Updated 7 months ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆92Updated 9 months ago
• NCAR / gdex-api-client
  GDEX apps clients. Subdirectories will be organized by language, e.g. python, perl, c++, bash
  ☆39Updated last month
• skaderli / WaveBreaking
  Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.
  ☆37Updated last year
• lkugler / RTTOV-WRF-MPAS
  Simulate satellite images from WRF and MPAS model output
  ☆24Updated this week
• ClimateGlobalChange / tempestextremes
  Extreme weather detection and characterization
  ☆115Updated 2 months ago
• ai2cm / ace
  Ai2 Climate Emulator
  ☆144Updated 2 weeks ago
• raspstephan / nwp-downscale
  ☆40Updated 4 years ago
• miniufo / xvortices
  This is a package for interpolating lat/lon gridded data onto a cylindrical coordinate translating with various kinds of vortices on Eart…
  ☆14Updated 3 years ago
• SantanderMetGroup / DeepDownscaling
  Deep learning approaches for statistical downscaling in climate
  ☆73Updated 3 years ago
• Climdyn / pythie
  Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…
  ☆11Updated 3 years ago
• ljharris23 / public-downscaling-cgan
  Clean, easier to use version of the downscaling cGAN
  ☆24Updated last year
• Xunius / py_helmholtz
  Compute streamfunction, velocity potential and helmholtz decomposition from non-global wind data
  ☆18Updated 5 years ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆19Updated 3 years ago
• carlos-gg / dl4ds
  Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…
  ☆96Updated last year
• scotthosking / baspy
  Making it far easier to read in and work with large volumes of climate model output from CMIP5/6
  ☆21Updated 5 years ago