Alternatives and similar repositories for resources

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

• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆87Updated 5 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
  ☆48Updated this week
• ai2cm / ace
  Ai2 Climate Emulator
  ☆112Updated 3 weeks ago
• kjhall01 / xcast
  A High-Performance Data Science Toolkit for the Earth Sciences
  ☆67Updated last year
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆58Updated 4 months ago
• ecmwf-projects / ibicus
  Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.
  ☆62Updated last month
• bgroenks96 / generative-downscaling
  Research and experiments for downscaling climate/weather data via generative learning
  ☆34Updated 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 2 years ago
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆59Updated this week
• AI4S2S / s2spy
  A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting
  ☆21Updated 9 months ago
• duncanwp / ClimateBench
  ☆91Updated last year
• earth-mover / dataloader-demo
  ☆59Updated last year
• juaAI / stationbench
  Benchmarking of weather forecasts based on station observations
  ☆78Updated last month
• xarray-contrib / xbatcher
  Batch generation from xarray datasets
  ☆181Updated last month
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆65Updated last month
• ecmwf / anemoi-datasets
  ☆55Updated this week
• suryadheeshjith / Samudra
  Global Ocean Emulator
  ☆32Updated last month
• scotthosking / baspy
  Making it far easier to read in and work with large volumes of climate model output from CMIP5/6
  ☆21Updated 4 years ago
• xarray-contrib / xarray-regrid
  Regridding utility for xarray
  ☆90Updated 3 months ago
• Orion-AI-Lab / igarss24_DL4NH
  IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"
  ☆30Updated last year
• MESMER-group / mesmer
  spatially-resolved ESM-specific multi-scenario initial-condition ensemble emulator
  ☆28Updated this week
• pmlmodelling / nctoolkit
  A Python package for netCDF analysis and post-processing
  ☆83Updated last week
• CliDyn / climsight
  A next-generation climate information system that uses large language models (LLMs) alongside high-resolution climate model data, scienti…
  ☆44Updated 2 weeks 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.
  ☆14Updated 5 months ago
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆100Updated 5 months ago
• ghiggi / gpm_api
  A python package to download and analyze the Global Precipitation Measurement Mission (GPM) data archive
  ☆67Updated last week
• ecmwf / anemoi-utils
  ☆12Updated last week
• ecmwf / WeatherGenerator
  The repository of the WeatherGenerator project
  ☆64Updated last week
• cedadev / jasmin-workshop
  Materials and code for JASMIN workshops
  ☆71Updated last month
• ecmwf / infero
  A lower-level API for Machine Learning inference in operations
  ☆37Updated last month