lizhuoq / WeatherLearn
Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
☆68Updated 11 months ago
Alternatives and similar repositories for WeatherLearn:
Users that are interested in WeatherLearn are comparing it to the libraries listed below
- Diffusion for climate downscaling☆56Updated 9 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆118Updated last year
- ☆100Updated 6 months ago
- ☆49Updated 11 months ago
- Awesome paper about AI for atmosphere science and oceanography☆30Updated last year
- ☆24Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆149Updated last month
- ☆24Updated 10 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆115Updated last week
- Ai2 Climate Emulator☆88Updated 2 months ago
- ☆40Updated 3 years ago
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆83Updated 2 months ago
- An implementation of "metnet3" in Pytorch☆39Updated last week
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆33Updated last week
- with Pangu-weather, FourCastNet v1 v2, GraphCast, and Aurora model☆24Updated last month
- ☆21Updated last year
- Code for working with the SEVIR weather dataset☆30Updated 2 years ago
- Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models☆25Updated 2 years ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆97Updated last month
- ☆122Updated 3 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆93Updated 2 years ago
- Diffusion Probabilistic Downscaling Model☆22Updated 9 months ago
- post-processing experiments with neural networks☆61Updated 3 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆91Updated 8 months ago
- ☆26Updated this week
- A modular framework for evaluating weather forecasts☆85Updated this week
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆31Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆20Updated 10 months ago
- ☆41Updated 3 months ago
- Subseasonal forecasting models☆52Updated 2 months ago