lizhuoq / WeatherLearnLinks
Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
☆70Updated last month
Alternatives and similar repositories for WeatherLearn
Users that are interested in WeatherLearn are comparing it to the libraries listed below
Sorting:
- A cascade machine learning forecasting system for 15-day global weather forecast☆122Updated last year
- Diffusion for climate downscaling☆62Updated 11 months ago
- ☆102Updated 8 months ago
- ☆49Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆165Updated 3 months ago
- ☆27Updated 11 months ago
- with Pangu-weather, FourCastNet v1 v2, GraphCast, and Aurora model☆26Updated 2 months ago
- ☆26Updated last year
- Awesome paper about AI for atmosphere science and oceanography☆32Updated last year
- ☆129Updated 4 months ago
- ☆47Updated 8 months ago
- ☆40Updated 3 years ago
- ☆82Updated 8 months ago
- ☆28Updated this week
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆93Updated 2 years ago
- Ai2 Climate Emulator☆95Updated 3 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆38Updated last week
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆96Updated 3 months ago
- Subseasonal forecasting models☆54Updated 4 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆136Updated 2 weeks ago
- ☆43Updated 4 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆38Updated last year
- Code for working with the SEVIR weather dataset☆32Updated 3 years ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆27Updated 2 months ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆70Updated 3 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆92Updated 10 months ago
- A modular framework for evaluating weather forecasts☆93Updated this week
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 2 years ago
- An ai-models plugin to run Microsoft's Aurora model☆12Updated 7 months ago
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆84Updated 3 months ago