Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)
☆26Dec 9, 2024Updated last year
Alternatives and similar repositories for NowcastingGPT
Users that are interested in NowcastingGPT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Feb 4, 2022Updated 4 years ago
- Pytorch implementation code of Rainformer☆26Jun 6, 2023Updated 3 years ago
- Uncertainty quantification for data-driven weather models.☆15Apr 9, 2025Updated last year
- A curated list of awesome resources related to using AI for weather forecasting and climate modeling.☆19Mar 1, 2025Updated last year
- Weather4Cast 2023 NeurIPS Competition - RainAI☆16Dec 4, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆128Sep 18, 2025Updated 8 months ago
- IowaRain is a rain event dataset for data driven modeling☆12Oct 31, 2022Updated 3 years ago
- An implementation of "metnet3" in Pytorch☆40May 11, 2026Updated last month
- ☆33Apr 15, 2024Updated 2 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43May 2, 2024Updated 2 years ago
- ☆13Jun 24, 2024Updated last year
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- A collection of research papers on Diffusion Models for Weather Forecasting.☆254Jul 15, 2025Updated 10 months ago
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆38Dec 5, 2025Updated 6 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆71Updated this week
- ☆15May 9, 2024Updated 2 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆19Dec 24, 2024Updated last year
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆36Apr 10, 2024Updated 2 years ago
- A list of Precipitation Nowcasting papers and related resources.☆186Dec 16, 2024Updated last year
- a pytorch version implement of paper "Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning"☆13Jul 19, 2022Updated 3 years ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆21Jun 4, 2026Updated last week
- ☆22Mar 13, 2025Updated last year
- We are developing a time series forecasting model using reinforcement learning, based on OneNet, for stock market data prediction.☆10Apr 19, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆53Jan 9, 2025Updated last year
- ☆18Feb 14, 2024Updated 2 years ago
- ☆81Mar 17, 2025Updated last year
- ☆11Oct 29, 2024Updated last year
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆18Jan 26, 2026Updated 4 months ago
- ☆10Oct 20, 2021Updated 4 years ago
- WeatherFusionNet - our solution to the NeurIPS 2022 Weather4cast competition☆33Nov 30, 2023Updated 2 years ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆293Feb 3, 2025Updated last year
- Paper A 3D-Temporal Convolutional Transformer Network for Spatiotemporal Predictive Learning☆95Sep 6, 2022Updated 3 years ago
- 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.
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Nov 6, 2024Updated last year
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆45May 20, 2024Updated 2 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆291Updated this week
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆296Updated this week
- ☆26Dec 27, 2023Updated 2 years ago
- The ecosystem of geospatial machine learning tools in the Pangeo world.☆12Mar 17, 2025Updated last year
- PyTorch implementation of https://arxiv.org/abs/1705.07115 loss weighting☆11Aug 3, 2019Updated 6 years ago