ecmwf / WeatherGeneratorLinks
The repository of the WeatherGenerator project
☆97Updated this week
Alternatives and similar repositories for WeatherGenerator
Users that are interested in WeatherGenerator are comparing it to the libraries listed below
Sorting:
- ☆60Updated this week
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆166Updated this week
- Core packages for Anemoi.☆103Updated last week
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆64Updated 2 weeks ago
- ☆45Updated last year
- ☆110Updated last year
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆91Updated this week
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆94Updated 10 months ago
- Benchmarking of weather forecasts based on station observations☆83Updated 6 months ago
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆70Updated this week
- ☆33Updated last week
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆116Updated last year
- This page reviews and organizes emerging hybrid Earth System Models (ESMs), which combine machine learning and physics-based components.☆56Updated 3 months ago
- ☆26Updated this week
- Python tools to work with weather and climate data☆177Updated 2 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆105Updated 10 months ago
- Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.☆70Updated 2 months ago
- post-processing experiments with neural networks☆63Updated 4 years ago
- ☆18Updated last year
- Extreme weather detection and characterization☆116Updated this week
- Universal Regridder for Geospatial Data☆236Updated last week
- Lorenz 1996 two time-scale model for learning machine learning☆58Updated last month
- ☆13Updated this week
- Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis☆129Updated 11 months ago
- A format-agnostic Python interface for geospatial data☆92Updated this week
- material for the CSU-led machine learning tutorial for earth science research☆91Updated 3 years ago
- Météo-France's AI Python package☆44Updated last week
- Tools for converting Unified Forecast System (UFS) output to Analysis Ready, Cloud Optimized (ARCO) format☆15Updated last month
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Updated 3 years ago
- A generative foundation model for the kilometer-scale atmosphere☆88Updated last month