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.
☆11Updated 6 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☆48Updated 10 months ago
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆32Updated 6 months ago
- ☆26Updated 8 months ago
- ☆30Updated last year
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper☆11Updated 4 months ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆10Updated last week
- ☆13Updated 3 years ago
- ☆26Updated 2 years ago
- ☆16Updated last month
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆37Updated 10 months ago
- Starter Kit for the NeurIPS 2023 Weather4cast competition☆16Updated last year
- ☆11Updated last year
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆33Updated 2 weeks ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆31Updated last year
- ☆25Updated 8 months ago
- ☆41Updated 3 months ago
- ☆8Updated 2 years ago
- ☆22Updated last year
- ☆11Updated 6 months ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆14Updated last year
- Testing out Diffusion-based models for weather and PV forecasting☆14Updated 2 weeks ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆119Updated 6 months ago
- Multi-label guided soft contrastive learning for efficient Earth observation pretraining☆12Updated 10 months ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆37Updated 11 months ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆12Updated 4 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆32Updated 5 months ago
- GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis☆19Updated 3 weeks ago
- AI Challenges based on the SEVIR weather dataset☆42Updated 3 years ago
- ☆55Updated last month