The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.
☆14Mar 25, 2024Updated 2 years ago
Alternatives and similar repositories for DGFormer
Users that are interested in DGFormer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆20Jan 26, 2026Updated 4 months ago
- A curated list of awesome resources related to using AI for weather forecasting and climate modeling.☆19Mar 1, 2025Updated last year
- Increasing Fine-Scale Temperature Details from Weather Model Forecasts Using Computer Vision Super-Resolution☆13Feb 15, 2019Updated 7 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
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 基于塔顶摄像头的能见度反算项目☆15Feb 22, 2024Updated 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
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 3 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Feb 21, 2023Updated 3 years ago
- Replication package of the ICSE2025 paper titled "Leveraging Large Language Models for Enhancing the Understandability of Generated Unit …☆11Feb 19, 2025Updated last year
- Official implementation of TINC: Tree-structured Implicit Neural Compression☆23Sep 26, 2023Updated 2 years ago
- spateGAN-ERA5: deep learning based spatio-temporal downscaling of ERA5 precipitation☆43Jan 23, 2026Updated 4 months ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Jul 5, 2018Updated 7 years ago
- W4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆20Jun 23, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆24Oct 16, 2025Updated 8 months ago
- ☆16Aug 14, 2024Updated last year
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆28May 12, 2023Updated 3 years ago
- Investigating the benefit of relating river gauging stations via graph neural networks for flood forecasting☆16Mar 31, 2025Updated last year
- Spatial Networks Labs (Exploratory Assignments)☆18Mar 17, 2020Updated 6 years ago
- add codes☆21Aug 22, 2021Updated 4 years ago
- [ICLR 2024 Spotlight] SNIP on Symbolic Regression: Deep Symbolic Regression with Multimodal Pretraining☆23Oct 21, 2024Updated last year
- The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.☆20Jan 23, 2024Updated 2 years ago
- CHisIEC An Information Extraction Corpus for Ancient Chinese History☆22Nov 25, 2025Updated 6 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Mar 17, 2020Updated 6 years ago
- Determine appropriate chunk sizes for a given xarray dataset based on target chunk size and 'chunk aspect ratio'☆15Apr 16, 2024Updated 2 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆128Sep 18, 2025Updated 8 months ago
- The source codes for HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method☆25Dec 31, 2020Updated 5 years ago
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆30Dec 25, 2020Updated 5 years ago
- Neural Manifold Operators (KDD 2024)☆26Dec 10, 2024Updated last year
- Computation of Spatial Data by Hierarchical and Objective Partitioning of Inputs for Parallel Processing http://doi.org/10.1016/j.softx.2…☆33Apr 3, 2026Updated 2 months ago
- ☆34Apr 12, 2024Updated 2 years ago
- Implements RNNPool and SoftPool for CNNs.☆14Jan 29, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆15Jan 25, 2024Updated 2 years ago
- 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
- Common fields for (meteorological/weather) forecast data.☆15Jan 9, 2025Updated last year
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆187Jan 3, 2025Updated last year
- Exploring Moving Mnist dataset with forecasting algorithms☆31Apr 12, 2023Updated 3 years ago
- Development of the ITHIM-R, also known as ITHIM version 3.0. Started in January 2018.☆25Apr 30, 2026Updated last month
- [NeurIPS'24] Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling☆178Feb 4, 2025Updated last year