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.
☆21Oct 8, 2024Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆31Apr 15, 2024Updated 2 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- ☆19Oct 24, 2024Updated last year
- This repository contains scripts for Python Module for Climate Data Analysis and Visualization, which is under development. The module pe…☆19Apr 14, 2025Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Dec 24, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆81Mar 17, 2025Updated last year
- [ICME 2025 Oral] Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image Segmentation☆14Dec 23, 2025Updated 4 months ago
- A model for short-term precipitation forecasting based on radar data☆73Jul 4, 2024Updated last year
- ☆19Mar 16, 2022Updated 4 years ago
- "Visual Prompt Selection for In-Context Learning Segmentation Framework"☆15Dec 13, 2024Updated last year
- ☆15Oct 14, 2025Updated 6 months ago
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆211Updated this week
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆55Jan 10, 2024Updated 2 years ago
- [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting☆21Jan 8, 2026Updated 4 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆15Apr 29, 2026Updated last week
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆30Mar 7, 2025Updated last year
- xarray accessor and zarr codec for working with video data☆20Oct 1, 2023Updated 2 years ago
- Repository for the code on Forecasting Tropical Cyclones with Diffusion Models [https://arxiv.org/abs/2310.01690]☆12Sep 27, 2023Updated 2 years ago
- ☆11Jan 27, 2020Updated 6 years ago
- ☆13Dec 7, 2022Updated 3 years ago
- virtual node analysis on ogb benchmark dataset☆14Mar 9, 2023Updated 3 years ago
- ☆35Jan 23, 2023Updated 3 years ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆36Apr 10, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Multi-label guided soft contrastive learning for efficient Earth observation pretraining☆24Jun 3, 2024Updated last year
- short term precipitation prediction with a UNet☆30Jan 8, 2021Updated 5 years ago
- ☆15May 9, 2024Updated 2 years ago
- ☆22Jan 22, 2025Updated last year
- Cosmic Tagging Network for Neutrino Physics☆13Jun 26, 2024Updated last year
- Datasets and Code for: https://arxiv.org/pdf/2305.14914.pdf☆35Aug 12, 2024Updated last year
- ☆62Oct 29, 2024Updated last year
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆17Mar 11, 2026Updated last month
- ☆28Apr 1, 2026Updated last month
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Classify international patents into one of eight categories based on the text of their titles & abstracts using DistilBert & ONNX Runtime☆10Jul 21, 2022Updated 3 years ago
- WildlifeMapper: Aerial Image Analysis for Multi-Species Detection and Identification☆32Jan 3, 2025Updated last year
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆14Sep 13, 2024Updated last year
- This project compares the performance of Swin-Transformer v2 implemented in JAX and PyTorch.☆12Jun 8, 2022Updated 3 years ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆36Jun 25, 2025Updated 10 months ago
- PyTorch code and pretrained weights for the UNIC models.☆45Aug 29, 2024Updated last year
- [arXiv 2024] ChangeAnywhere: Sample generation for remote sensing change detection via semantic latent diffusion model☆30May 27, 2025Updated 11 months ago