Latent diffusion for generative precipitation nowcasting
☆144Jul 10, 2023Updated 2 years ago
Alternatives and similar repositories for ldcast
Users that are interested in ldcast are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A list of Precipitation Nowcasting papers and related resources.☆186Dec 16, 2024Updated last year
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆36Apr 10, 2024Updated 2 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆153Oct 17, 2025Updated 7 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆127Sep 18, 2025Updated 8 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Nov 6, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆291Updated this week
- ☆13Jan 15, 2026Updated 4 months ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆19Dec 24, 2024Updated last year
- ☆18Feb 14, 2024Updated 2 years ago
- Python framework for short-term ensemble prediction systems.☆564May 27, 2026Updated 2 weeks ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Dec 8, 2022Updated 3 years ago
- ☆14Feb 4, 2022Updated 4 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆37Nov 10, 2021Updated 4 years ago
- Code repository for "Extending intraday solar forecast with deep generative models".☆26Jan 15, 2026Updated 4 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Official implementation of Earthformer☆460Jul 16, 2023Updated 2 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆195Oct 9, 2019Updated 6 years ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆296Updated this week
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆293Feb 3, 2025Updated last year
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Mar 24, 2023Updated 3 years ago
- Diffusion Probabilistic Downscaling Model☆30Jul 8, 2024Updated last year
- ☆22Mar 13, 2025Updated last year
- ☆62Oct 29, 2024Updated last year
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆147Jun 1, 2021Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling☆60Sep 8, 2024Updated last year
- ☆42Oct 21, 2021Updated 4 years ago
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆236Oct 27, 2025Updated 7 months ago
- OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning☆1,109Mar 1, 2026Updated 3 months ago
- ☆33Apr 15, 2024Updated 2 years ago
- A benchmark for the next generation of data-driven global weather models.☆615May 22, 2026Updated 2 weeks ago
- IowaRain is a rain event dataset for data driven modeling☆12Oct 31, 2022Updated 3 years ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆254Jul 15, 2025Updated 10 months ago
- ☆23Oct 17, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆81Mar 17, 2025Updated last year
- Diffusion for climate downscaling☆85Jun 28, 2024Updated last year
- Jupyter-notebooks of nowcasting precipitation☆11Nov 5, 2019Updated 6 years ago
- 基于塔顶摄像头的能见度反算项目☆15Feb 22, 2024Updated 2 years ago
- ☆13Jun 24, 2024Updated last year
- ML Datasets Catalog☆61Jul 16, 2023Updated 2 years ago
- ☆47Dec 19, 2024Updated last year