NERSC / swin_v2_weather
This repository contains the SwinV2_Weather model, developed for the "Analyzing and Exploring Training Recipes for Large-Scale Transformer-Based Weather Prediction" paper. The repo includes training scripts, pre-processing utilities, and model configuration files.
☆8Updated 3 months ago
Alternatives and similar repositories for swin_v2_weather:
Users that are interested in swin_v2_weather are comparing it to the libraries listed below
- Code for Benson et. al., CVPR (2024) - Multi-modal learning for geospatial vegetation forecasting☆44Updated 7 months ago
- ☆30Updated 9 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆32Updated 2 months ago
- ☆18Updated 6 months ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆14Updated last month
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆28Updated 9 months ago
- ☆23Updated 5 months ago
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆31Updated 3 months ago
- ☆21Updated last year
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆65Updated last month
- The code of "MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data" accepted by AAAI2023.☆13Updated last year
- ☆29Updated 3 months ago
- ☆25Updated 2 years ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆31Updated 8 months ago
- ☆36Updated 3 weeks ago
- ☆8Updated 2 years ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆13Updated last year
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆110Updated 4 months ago
- Starter Kit for the NeurIPS 2023 Weather4cast competition☆16Updated last year
- seominseok0429 / W4C22-Simple-Baseline-for-Weather-Forecasting-Using-Spatiotemporal-Context-Aggregation-NetworkW4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆22Updated last year
- ☆19Updated last year
- Digital Typhoon Dataset☆27Updated 2 months ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆24Updated 8 months ago
- ☆36Updated 11 months ago
- fine-grained urban green space (UGS) maps of 31 major cities in China☆22Updated last year
- Initial public release of code for KARINA☆12Updated 3 months ago
- ☆10Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆36Updated 8 months ago
- ☆23Updated 3 months ago
- Integrating Large Weather Models with Data Assimilation☆12Updated 7 months ago