tpys / ai-models-fuxiLinks
☆51Updated last year
Alternatives and similar repositories for ai-models-fuxi
Users that are interested in ai-models-fuxi are comparing it to the libraries listed below
Sorting:
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆86Updated 6 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆149Updated last year
- ☆34Updated 3 months ago
- ☆110Updated last year
- ☆40Updated 4 years ago
- ☆54Updated last year
- Diffusion for climate downscaling☆72Updated last year
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆24Updated 2 years ago
- with Pangu-weather, FourCastNet v1 v2, GraphCast, and Aurora model☆28Updated 7 months ago
- ☆32Updated this week
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆91Updated 2 years ago
- AI Challenges based on the SEVIR weather dataset☆45Updated 4 months ago
- ☆43Updated 10 months ago
- Code for working with the SEVIR weather dataset☆37Updated 3 years ago
- An implementation of "metnet3" in Pytorch☆36Updated last week
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆38Updated 6 months ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆25Updated 2 years ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 2 years ago
- Integrating Large Weather Models with Data Assimilation☆20Updated last year
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆160Updated 5 years ago
- Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases☆11Updated 3 years ago
- Awesome paper about AI for atmosphere science and oceanography☆33Updated 2 years ago
- CNN based ENSO all season forecast model☆18Updated last year
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆48Updated last week
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆89Updated 2 weeks ago
- Clean, easier to use version of the downscaling cGAN☆24Updated last year
- Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations☆74Updated last year
- ☆30Updated last year
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆96Updated last year