taohan10200 / WEATHER-5KLinks
Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark
☆73Updated 10 months ago
Alternatives and similar repositories for WEATHER-5K
Users that are interested in WEATHER-5K are comparing it to the libraries listed below
Sorting:
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆27Updated 11 months ago
- ☆64Updated 4 months ago
- ☆42Updated 4 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated 9 months ago
- ☆30Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆100Updated 4 months ago
- Integrating Large Weather Models with Data Assimilation☆19Updated last year
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆128Updated 10 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆39Updated last year
- ☆44Updated 9 months ago
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆1Updated 9 months ago
- ☆12Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆78Updated 3 months ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆19Updated last month
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆33Updated last year
- ☆18Updated 4 months ago
- ☆138Updated 7 months ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆27Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆173Updated last month
- A MetNet implementation in Pytorch and fastai☆31Updated 4 years ago
- ☆27Updated 2 years ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- Latent diffusion for generative precipitation nowcasting☆133Updated 2 years ago
- Initial public release of code for KARINA☆12Updated 10 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆169Updated 3 weeks ago
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆14Updated 2 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆92Updated 7 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆33Updated 9 months ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- Testing out Diffusion-based models for weather and PV forecasting☆14Updated last month