taohan10200 / WEATHER-5KLinks
Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark
☆70Updated 8 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:
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆39Updated last year
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆27Updated 10 months ago
- ☆40Updated 3 months ago
- ☆62Updated 3 months ago
- ☆12Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆97Updated 3 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆14Updated 8 months ago
- ☆43Updated 7 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆121Updated 8 months ago
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆1Updated 8 months ago
- ☆30Updated last year
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆31Updated last year
- ☆132Updated 5 months ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆27Updated last year
- Official implementation code of the paper: "TENT: Tensorized Encoder Transformer for temperature forecasting".☆20Updated last year
- ☆41Updated last year
- ☆27Updated 2 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆54Updated 10 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆85Updated 6 months ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆14Updated last week
- An implementation of "metnet3" in Pytorch☆39Updated 2 months ago
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆88Updated 9 months ago
- ☆58Updated 5 months ago
- ☆102Updated 9 months ago
- A MetNet implementation in Pytorch and fastai☆32Updated 3 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆72Updated 2 months ago
- Latent diffusion for generative precipitation nowcasting☆129Updated last year
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆126Updated last year
- ☆28Updated 10 months ago