Ziqi-Li / geoshapleyLinks
A game theory approach to measuring spatial effects from machine learning models.
☆153Updated this week
Alternatives and similar repositories for geoshapley
Users that are interested in geoshapley are comparing it to the libraries listed below
Sorting:
- Code and data repository for the paper☆50Updated 7 months ago
- Spatial Statistics and Machine Learning Offered at FSU Geography☆16Updated 7 months ago
- Fast Geographically Weighted Regression (FastGWR)☆58Updated 3 years ago
- Geographically weighted Random Forest Classification (code repository of PLOS ONE publication)☆30Updated 2 years ago
- Spatial data modeling library - Geographically Weighted Random Forest (Regressor and Classifier)☆13Updated 2 years ago
- ☆61Updated last year
- Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neural…☆58Updated 3 years ago
- Multiscale Geographically Weighted Regression (MGWR)☆406Updated last year
- An improved Python Geographical Random Forest model☆36Updated 2 months ago
- A PyTorch implementation of the Geographically Neural Network Weighted Regression (GNNWR) and its extensions☆155Updated this week
- This package is a one-stop solution for downloading, cleaning, analyzing street view imagery☆148Updated 2 weeks ago
- Codes for Geographical Convergent Cross Mapping Method, It is designed for to infer causality from spatial cross-sectional data.☆41Updated 6 months ago
- 🚀 Road network simplification, batch conversion of OSM road multi-lines to single lines 🚀 Detection and export of dead-end roads 🚀 Par…☆53Updated 2 years ago
- An ensemble Framework for Explainable Geospatial Analysis Machine Learning Models☆22Updated 2 weeks ago
- A novel hybrid cellular automata model for LUC simulation, coupling area partitioning and spatiotemporal neighborhood features learning☆21Updated 5 years ago
- Spatiotemporal Weighted Regression☆69Updated 4 months ago
- This is a read-only mirror of the CRAN R package repository. SpatialML — Spatial Machine Learning. Homepage: https://stamatisgeoai.eu/ …☆11Updated last year
- A python package for generating, analyzing and visualizing building shadows☆75Updated 7 months ago
- QGIS plugin of geographical detector☆30Updated 2 years ago
- A network-based python package to understand and model urban complexity☆167Updated 2 weeks ago
- The Mixed-Cell Cellullar Automata (MCCA) provides a new approach to enable more dynamic mixed landuse modeling to move away from the anal…☆54Updated last year
- The PLUS model integrates a rule mining framework based on Land Expansion Analysis Strategy (LEAS) and a CA model based on multi-type Ran…☆159Updated last week
- TorchSpatial offers a comprehensive framework and benchmark suite designed to advance Spatial Representation Learning (SRL).☆153Updated last month
- Geographically Weighted Artificial Neural Network☆30Updated 5 months ago
- Mapping city-wide perceptions of neighbourhood quality using street-view images: a methodological toolkit.☆20Updated 2 years ago
- ☆49Updated last year
- A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data☆58Updated last year
- ☆10Updated 2 years ago
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆109Updated 3 years ago
- Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic☆149Updated 2 years ago