p-hss / consistency-climate-downscalingLinks
☆28Updated last month
Alternatives and similar repositories for consistency-climate-downscaling
Users that are interested in consistency-climate-downscaling are comparing it to the libraries listed below
Sorting:
- Diffusion for climate downscaling☆62Updated 11 months ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆23Updated last year
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆10Updated this week
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- ☆26Updated last year
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆38Updated last year
- Uncertainty quantification for data-driven weather models.☆13Updated 2 months ago
- ☆16Updated 3 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 8 months ago
- ☆40Updated 3 years ago
- Clean, easier to use version of the downscaling cGAN☆23Updated last year
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Awesome paper about AI for atmosphere science and oceanography☆32Updated last year
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆17Updated last week
- ☆33Updated 2 years ago
- A generative foundation model for the kilometer-scale atmosphere☆55Updated last week
- Diffusion Probabilistic Downscaling Model☆23Updated 11 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆31Updated last year
- ☆28Updated this week
- ☆40Updated 3 months ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆29Updated 2 months ago
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆1Updated 8 months ago
- ☆43Updated 5 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆96Updated 4 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆39Updated last week
- AtmoRep model code☆46Updated 3 months ago
- Generating Weather Model Ensembles Using ecmwf-lab/ai-models☆13Updated 7 months ago
- ☆19Updated last year
- ☆16Updated this week