Alternatives and similar repositories for pysteps

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

• hydrogo / rainymotion
  Python library for radar-based precipitation nowcasting based on optical flow techniques
  ☆192Updated 5 years ago
• ecmwf / ecmwf-opendata
  A package to download ECMWF open data
  ☆255Updated 3 weeks ago
• ecmwf / climetlab
  Python package for easy access to weather and climate data
  ☆383Updated 9 months ago
• ecmwf-lab / ai-models
  ☆520Updated 6 months ago
• ecmwf / cfgrib
  A Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes
  ☆434Updated last week
• pangeo-data / climpred
  Verification of weather and climate forecasts
  ☆249Updated 2 weeks ago
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆260Updated last week
• ecmwf / notebook-examples
  Example notebooks showing how to work with ECMWF services and data
  ☆244Updated 3 weeks ago
• NCAR / wrf-python
  A collection of diagnostic and interpolation routines for use with output from the Weather Research and Forecasting (WRF-ARW) Model.
  ☆450Updated last week
• hydrogo / rainnet
  RainNet: a convolutional neural network for radar-based precipitation nowcasting
  ☆138Updated 4 years ago
• blaylockbk / Herbie
  Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF …
  ☆633Updated last week
• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆272Updated last week
• Ouranosinc / xclim
  Library of derived climate variables, ie climate indicators, based on xarray.
  ☆367Updated this week
• MPBA / TAASRAD19
  Code release to showcase potential usages of TAASRAD19 Dataset
  ☆46Updated 3 years ago
• jweyn / DLWP
  Deep Learning Weather Prediction
  ☆160Updated 5 years ago
• google-research / arco-era5
  Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
  ☆393Updated this week
• pangeo-data / WeatherBench
  A benchmark dataset for data-driven weather forecasting
  ☆776Updated last year
• google-research / weatherbench2
  A benchmark for the next generation of data-driven global weather models.
  ☆554Updated last month
• openclimatefix / graph_weather
  Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …
  ☆257Updated this week
• xarray-contrib / xskillscore
  Metrics for verifying forecasts
  ☆235Updated last month
• nmcdev / meteva
  提供气象产品检验相关程序
  ☆191Updated 5 months ago
• wradlib / wradlib
  weather radar data processing - python package
  ☆288Updated last week
• pangeo-data / scikit-downscale
  Statistical climate downscaling in Python
  ☆192Updated last month
• JiaweiZhuang / xESMF
  Universal Regridder for Geospatial Data
  ☆278Updated 3 years ago
• ecmwf / cdsapi
  Python API to access the Copernicus Climate Data Store (CDS)
  ☆285Updated 3 months ago
• monocongo / climate_indices
  Climate indices for drought monitoring
  ☆376Updated 3 weeks ago
• jweyn / DLWP-CS
  Deep learning models for global weather prediction on a cubed sphere
  ☆95Updated 4 years ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆93Updated 2 years ago
• blaylockbk / goes2go
  Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.
  ☆235Updated 3 months ago
• jweyn / MOS-X
  Machine learning forecast model for WxChallenge
  ☆96Updated 5 years ago