NERSC / swin_v2_weatherLinks
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.
☆17Updated last year
Alternatives and similar repositories for swin_v2_weather
Users that are interested in swin_v2_weather are comparing it to the libraries listed below
Sorting:
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆40Updated last year
- Testing out Diffusion-based models for weather and PV forecasting☆15Updated 2 weeks ago
- ☆30Updated last year
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆35Updated 3 weeks ago
- ☆19Updated 7 months ago
- Digital Typhoon Dataset☆30Updated 2 months ago
- ☆12Updated last year
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆38Updated 6 months ago
- Code for Benson et. al., CVPR (2024) - Multi-modal learning for geospatial vegetation forecasting☆54Updated last month
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆27Updated last year
- Starter Kit for the NeurIPS 2023 Weather4cast competition☆21Updated last year
- ☆27Updated 3 years ago
- spateGAN-ERA5: deep learning based spatio-temporal downscaling of ERA5 precipitation☆27Updated last week
- ☆47Updated 9 months ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆31Updated last year
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 2 years ago
- ☆30Updated last year
- Parameter-Efficient Fine-Tuning for Geospatial Foundation Models☆15Updated last month
- Uncertainty quantification for data-driven weather models.☆14Updated 6 months ago
- Diffusion for climate downscaling☆72Updated last year
- ☆40Updated 4 years ago
- [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting☆15Updated 4 months ago
- ☆32Updated last month
- ☆18Updated last year
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆18Updated this week
- ☆13Updated 4 months ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆19Updated 5 months ago
- Models for the EarthNet2021 challenge.☆46Updated 2 months ago
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆22Updated 10 months ago