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.
  ☆90Updated this week
• modons / DL-weather-dynamics
  ☆21Updated last year
• 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
  ☆64Updated last week
• ai2cm / ace
  Ai2 Climate Emulator: fast machine learning models for weather and climate prediction
  ☆163Updated this week
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆94Updated 10 months ago
• blutjens / climate-emulator
  Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)
  ☆21Updated 3 months ago
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆116Updated last year
• IPL-UV / xarrayvideo
  Save multichannel data from xarray datasets as videos to save up massive amounts of space
  ☆96Updated 6 months ago
• tabularaza27 / ice_cloud_net
  ☆23Updated 2 months ago
• Earth-Intelligence-Lab / LocalizedWeather
  This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".
  ☆52Updated 3 months ago
• microsoft / subseasonal_data
  Data access package for the SubseasonalClimateUSA dataset
  ☆36Updated last year
• suryadheeshjith / Samudra
  Global Ocean Emulator
  ☆36Updated 6 months ago
• jejjohnson / xrpatcher
  A ML-oriented generic patcher for xarray data structures.
  ☆19Updated 10 months ago
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆168Updated 3 weeks ago
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆59Updated 9 months ago
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆88Updated 3 weeks ago
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆105Updated 10 months ago
• SERVIR / flood_mapping_intercomparison
  Flood Mapping Intercomparison
  ☆13Updated 2 months ago
• earth-mover / dataloader-demo
  ☆63Updated 4 months ago
• juaAI / stationbench
  Benchmarking of weather forecasts based on station observations
  ☆82Updated 6 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.
  ☆15Updated last month
• duncanwp / ClimateBench
  ☆109Updated last year
• MeteoSwiss / ai-models-ensembles
  Generating Weather Model Ensembles Using ecmwf-lab/ai-models
  ☆14Updated 2 months ago
• Orion-AI-Lab / igarss24_DL4NH
  IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"
  ☆31Updated last year
• ecmwf / WeatherGenerator
  The repository of the WeatherGenerator project
  ☆97Updated last week
• ECMWFCode4Earth / DeepR
  DeepR: Deep Reanalysis
  ☆31Updated 2 years ago
• ecmwf / anemoi-datasets
  ☆60Updated this week
• m2lines / Samudra
  Global Ocean Emulator
  ☆20Updated 9 months ago
• alan-turing-institute / deepsensor
  A Python package for tackling diverse environmental prediction tasks with NPs.
  ☆119Updated 3 months ago
• oceanum-io / xarray-video
  xarray accessor and zarr codec for working with video data
  ☆19Updated 2 years ago