spcl / ens10
Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
☆26Updated last year
Related projects ⓘ
Alternatives and complementary repositories for ens10
- Diffusion for climate downscaling☆37Updated 4 months ago
- ☆25Updated 2 years ago
- ☆38Updated 3 years ago
- ☆23Updated 8 months ago
- ☆33Updated 4 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated last month
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆31Updated 6 months ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆14Updated 5 months ago
- ☆30Updated 7 months ago
- ☆16Updated 7 months ago
- Testing out Diffusion-based models for weather and PV forecasting☆12Updated last month
- ☆17Updated last month
- ☆29Updated last year
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆22Updated 2 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- ☆19Updated 5 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆27Updated 7 months ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆66Updated 3 years ago
- CNN based ENSO all season forecast model☆17Updated 3 months ago
- Awesome paper about AI for atmosphere science and oceanography☆25Updated last year
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆15Updated 2 years ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆117Updated this week
- Implementation of convolutional conditional neural processes for statistical downscaling☆29Updated 3 years ago
- Code for working with the SEVIR weather dataset☆27Updated 2 years ago
- AtmoRep model code☆43Updated this week
- A MetNet implementation in Pytorch and fastai☆31Updated 3 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆87Updated last year
- AI Challenges based on the SEVIR weather dataset☆38Updated 3 years ago
- A NWP precipitation bias correction model based on Unet☆17Updated 2 years ago
- post-processing experiments with neural networks☆59Updated 2 years ago