zhaoshan2 / pangu-pytorch
Weather forecast at 24-hour horizon
☆19Updated 5 months ago
Alternatives and similar repositories for pangu-pytorch:
Users that are interested in pangu-pytorch are comparing it to the libraries listed below
- Initial public release of code for KARINA☆12Updated 5 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆66Updated 10 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆37Updated 10 months ago
- ☆37Updated 5 months ago
- Skilful precipitation nowcasting using deep generative models of radar☆35Updated 3 years ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆113Updated last month
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆117Updated 6 months ago
- Diffusion Probabilistic Downscaling Model☆22Updated 8 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆76Updated 3 months ago
- ☆120Updated 2 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆111Updated last year
- ☆49Updated 10 months ago
- Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations☆70Updated last year
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆18Updated last year
- ☆100Updated 6 months ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 2 years ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆63Updated 5 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆32Updated 4 months ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆19Updated last year
- [NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling☆55Updated 6 months ago
- a GAN for precipitation downscaling☆41Updated 3 years ago
- Diffusion for climate downscaling☆54Updated 9 months ago
- Latent diffusion for generative precipitation nowcasting☆121Updated last year
- Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models☆25Updated 2 years ago
- ☆45Updated 6 months ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆10Updated last year
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆29Updated 11 months ago
- Code for working with the SEVIR weather dataset☆30Updated 2 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆32Updated 2 years ago
- A list of Precipitation Nowcasting papers and related resources.☆149Updated 3 months ago