Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neural network. Two versions of SRGCNN model are provided in the initial post: a) global regression model (SRGCNN) and b) geographically weighted regression model (SRGCNN-GW)
☆60Nov 1, 2022Updated 3 years ago
Alternatives and similar repositories for SRGCNN
Users that are interested in SRGCNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Iterative heuristics for endogenous spatial regimes delineation (IJGIS 2023)☆13Dec 27, 2024Updated last year
- The implementation of GWRBoost.☆21Oct 2, 2024Updated last year
- Geographically Weighted Artificial Neural Network☆30Dec 19, 2025Updated 5 months ago
- ☆23Dec 27, 2023Updated 2 years ago
- Code for learning with data heterogeneity (ICDM'21 Best Paper Award)☆26Mar 13, 2026Updated 3 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Spatial data modeling library - Geographically Weighted Random Forest (Regressor and Classifier)☆13Apr 12, 2023Updated 3 years ago
- This is the code repository for the paper entitked Towards General-Purpose Representation Learning of Polygonal Geometries.☆21Oct 27, 2023Updated 2 years ago
- Benchmarking of spatial regression methods with respect to spatial heterogeneity, and providing a Python implementation of spatial Random…☆17Apr 4, 2023Updated 3 years ago
- Code for the paper - "Bayesian deep learning for spatial interpolation in the presence of auxiliary information"☆27Nov 19, 2021Updated 4 years ago
- SKAL for remote sensing scene image classification☆36Jun 4, 2024Updated 2 years ago
- This repository contains a study how we can examine the vegetation cover of a region with the help of satellite data. The notebook in thi…☆13Dec 25, 2018Updated 7 years ago
- Spatial Statistics and Machine Learning Offered at FSU Geography☆18Mar 23, 2026Updated 2 months ago
- Online tutorial on how to use Ensemble Machine Learning for spatial and spatiotemporal interpolation / predictions☆24Mar 13, 2023Updated 3 years ago
- Estimate vegetation height from satellite images using deep learning.☆22Jun 17, 2022Updated 4 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.
- A basic example of using physics informed machine learning for enhanced structural dynamics modeling☆10Jul 7, 2023Updated 2 years ago
- A Reciprocal Statistic for Detecting the Full Range of Local Patterns of Bivariate Spatial Association☆12May 25, 2025Updated last year
- This repository contains content related to 2D and 3D lane detection, as well as video lane detection. There are not only papers here, bu…☆13Sep 1, 2024Updated last year
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆27Mar 27, 2022Updated 4 years ago
- a pytorch version implement of paper "Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning"☆13Jul 19, 2022Updated 3 years ago
- ☆23Nov 30, 2020Updated 5 years ago
- Code and data repository for the paper☆53Apr 11, 2025Updated last year
- A PyTorch implementation of the Geographically Neural Network Weighted Regression (GNNWR) and its extensions☆192Jan 21, 2026Updated 4 months ago
- Leaf and canopy radiative transfer modeling tools built on PROSPECT-D and SAIL☆14Dec 19, 2023Updated 2 years 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.
- geospatial-study☆29May 23, 2024Updated 2 years ago
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆115Dec 29, 2021Updated 4 years ago
- Remote-sensing-based crop mapping implemented using UNet architecture☆13Mar 26, 2021Updated 5 years ago
- 介绍免费遥感数据源的下载和使用方法:http://rs-freedatasource.readthedocs.io☆69Sep 15, 2018Updated 7 years ago
- Concepts used: kNN, SVM, boosting (XGBoost, Gradient boosting, Light GBM, AdaBoost, Random Forests), deep learning (CNN, LSTM), ensembles…☆13Mar 29, 2022Updated 4 years ago
- The codes and data of paper "cST-ML: Continuous Spatial-Temporal Meta-Learning for Traffic Dynamics Prediction"☆10Aug 28, 2020Updated 5 years ago
- A geospatial framework for performing non-linear regression, designed to effectively model complex spatial relationships.☆36Apr 4, 2025Updated last year
- 2024 SWOT Early Career Researcher Workshop using Binder☆15Apr 12, 2026Updated 2 months ago
- Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.☆10Jul 7, 2022Updated 3 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-scale weakly supervised learning☆14Oct 24, 2023Updated 2 years ago
- Constructing concave hulls using point locations with balanced emptiness and complexity☆13Jan 24, 2020Updated 6 years ago
- 基于塔顶摄像头的能见度反算项目☆15Feb 22, 2024Updated 2 years ago
- ☆23Jan 8, 2026Updated 5 months ago
- This project implements two dynamic spatiotemporal interpolation (DST) methods, i.e., coarse-grained DST (CGDST) and fine-grained DST (FG…☆11Apr 15, 2022Updated 4 years ago
- An application of Multilayer Perceptron, Random Forest Regression and Recurrent Neural Networks (LSTM)☆14Oct 3, 2021Updated 4 years ago
- 3D thermal physical model for the lunar surface☆11Jul 18, 2021Updated 4 years ago