Alternatives and similar repositories for weatherflow

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

• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆53Updated this week
• ECMWFCode4Earth / DeepR
  DeepR: Deep Reanalysis
  ☆25Updated last year
• earth-mover / dataloader-demo
  ☆56Updated 10 months ago
• 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
  ☆47Updated 2 months ago
• earth-mover / serverless-datacube-demo
  Building a Zarr data cube using serverless cloud compute
  ☆48Updated last month
• Earth-Intelligence-Lab / LocalizedWeatherGNN
  This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".
  ☆40Updated last month
• Orion-AI-Lab / igarss24_DL4NH
  IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"
  ☆28Updated 10 months ago
• dynamical-org / reformatters-rust
  Reformat datasets into zarr
  ☆16Updated 10 months ago
• jejjohnson / xrpatcher
  A ML-oriented generic patcher for xarray data structures.
  ☆17Updated 3 months ago
• ai2cm / ace
  Ai2 Climate Emulator
  ☆95Updated 3 months ago
• tobifinn / torch-assimilate
  Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.
  ☆12Updated 3 months ago
• bgroenks96 / generative-downscaling
  Research and experiments for downscaling climate/weather data via generative learning
  ☆34Updated 3 years ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆86Updated 3 months ago
• alan-turing-institute / cloudcasting
  Cloud modelling (Manchester Prize)
  ☆14Updated last month
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆46Updated this week
• alxmrs / dask-ee
  Google Earth Engine Feature Collections via Dask Dataframes
  ☆65Updated 3 months ago
• ecmwf / anemoi-datasets
  ☆53Updated last week
• JackKelly / hypergrib
  Lazily open petabyte-scale GRIB datasets consisting of trillions of GRIB messages from xarray
  ☆45Updated 2 months ago
• juaAI / stationbench
  Benchmarking of weather forecasts based on station observations
  ☆75Updated last month
• Clay-foundation / stacchip
  Dynamically create image chips from STAC items
  ☆33Updated this week
• cchwala / radolan_to_netcdf
  Python package to convert RADOLAN binary files to NetCDF
  ☆10Updated last month
• ghiggi / gpm_api
  A python package to download and analyze the Global Precipitation Measurement Mission (GPM) data archive
  ☆64Updated this week
• clessig / atmorep
  AtmoRep model code
  ☆46Updated 2 months ago
• pangeo-forge / staged-recipes
  A place to submit pangeo-forge recipes before they become fully fledged pangeo-forge feedstocks
  ☆39Updated last month
• euro-cordex / py-cordex
  cordex python tools
  ☆22Updated last week
• ljharris23 / public-downscaling-cgan
  Clean, easier to use version of the downscaling cGAN
  ☆24Updated last year
• weiji14 / foss4g2023oceania
  The ecosystem of geospatial machine learning tools in the Pangeo world.
  ☆12Updated 2 months ago
• suryadheeshjith / Samudra
  Global Ocean Emulator
  ☆26Updated 2 months ago
• OpheliaMiralles / wind-downscaling-gan
  ☆33Updated 2 years ago
• blutjens / climate-emulator
  A comparison of linear regression vs. deep learning for emulating climate models in the presence of internal variability. (public)
  ☆14Updated 4 months ago