MeteoSwiss / ldcastLinks
Latent diffusion for generative precipitation nowcasting
☆134Updated 2 years ago
Alternatives and similar repositories for ldcast
Users that are interested in ldcast are comparing it to the libraries listed below
Sorting:
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆98Updated 9 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆132Updated 11 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆33Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆168Updated 9 months ago
- ☆45Updated 10 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆178Updated 2 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆140Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆42Updated last year
- Diffusion for climate downscaling☆67Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆81Updated 5 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆33Updated 10 months ago
- Diffusion Probabilistic Downscaling Model☆24Updated last year
- Initial public release of code for KARINA☆12Updated 11 months ago
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆297Updated 2 months ago
- AI Challenges based on the SEVIR weather dataset☆45Updated 2 months ago
- Integrating Large Weather Models with Data Assimilation☆20Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆27Updated last year
- ☆42Updated 6 months ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆45Updated 2 years ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆18Updated 2 weeks ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset