Ziqi-Li / geoshapley
A game theory approach to measuring spatial effects from machine learning models.
β110Updated 2 months ago
Alternatives and similar repositories for geoshapley:
Users that are interested in geoshapley are comparing it to the libraries listed below
- Code and data repository for the paperβ44Updated 2 years ago
- Spatial data modeling library - Geographically Weighted Random Forest (Regressor and Classifier)β11Updated last year
- π Road network simplification, batch conversion of OSM road multi-lines to single lines π Detection and export of dead-end roads π Parβ¦β48Updated last year
- β51Updated 11 months ago
- Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neuralβ¦β53Updated 2 years ago
- Fast Geographically Weighted Regression (FastGWR)β52Updated 3 years ago
- Geographically weighted Random Forest Classification (code repository of PLOS ONE publication)β26Updated last year
- β11Updated this week
- Geographically Weighted Artificial Neural Networkβ29Updated 2 months ago
- Codes for Geographical Convergent Cross Mapping Method, It is designed for to infer causality from spatial cross-sectional data.β32Updated last month
- A novel hybrid cellular automata model for LUC simulation, coupling area partitioning and spatiotemporal neighborhood features learningβ20Updated 5 years ago
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informaβ¦β91Updated 3 years ago
- QGIS plugin of geographical detectorβ29Updated last year
- A PyTorch implementation of the Geographically Neural Network Weighted Regression (GNNWR)β102Updated 2 weeks ago
- STICC: A multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguityβ35Updated 7 months ago
- An ensemble Framework for Explainable Geospatial Analysis Machine Learning Modelsβ17Updated last year
- Course materials for big data and urban computing (2020 fall semester).β43Updated 4 years ago
- A network-based python package to understand and model urban complexityβ146Updated 2 weeks ago
- A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Dataβ56Updated last year
- Mapping city-wide perceptions of neighbourhood quality using street-view images: a methodological toolkit.β17Updated 2 years ago
- Multiscale Geographically Weighted Regression (MGWR)β383Updated 6 months ago
- Data and codes for MetroGANβ16Updated 2 months ago
- Introduction to Programming module for CASA MSc programmes.β74Updated 3 months ago
- β20Updated 2 years ago
- β76Updated last year
- TorchSpatial offers a comprehensive framework and benchmark suite designed to advance Spatial Representation Learning (SRL).β130Updated 2 weeks ago
- This package is a one-stop solution for downloading, cleaning, analyzing street view imageryβ54Updated last week
- implementation segmentation of urban areas using road network θͺε¨ηζθͺηΆθ‘εΊοΌδΊ€ιε°εΊοΌβ46Updated 6 years ago
- A python package for generating, analyzing and visualizing building shadowsβ53Updated 10 months ago