ZawadzkiR / spatial_modelsLinks
Spatial data modeling library - Geographically Weighted Random Forest (Regressor and Classifier)
☆12Updated 2 years ago
Alternatives and similar repositories for spatial_models
Users that are interested in spatial_models are comparing it to the libraries listed below
Sorting:
- A game theory approach to measuring spatial effects from machine learning models.☆133Updated 2 weeks ago
- Local geographical weighted random forest model for revealing effects of heat and air quality on health in Australia☆8Updated 2 years ago
- ☆58Updated last year
- Spatial Statistics and Machine Learning Offered at FSU Geography☆14Updated 3 months ago
- Code and data repository for the paper☆50Updated 3 months ago
- Codes for Geographical Convergent Cross Mapping Method, It is designed for to infer causality from spatial cross-sectional data.☆38Updated 2 months ago
- Multiscale Geographically Weighted Regression (MGWR)☆396Updated 9 months ago
- Geographically weighted Random Forest Classification (code repository of PLOS ONE publication)☆30Updated last year
- A PyTorch implementation of the Geographically Neural Network Weighted Regression (GNNWR)☆133Updated 2 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
- Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neural…☆55Updated 2 years ago
- Fast Geographically Weighted Regression (FastGWR)☆57Updated 3 years ago
- 🚀 Road network simplification, batch conversion of OSM road multi-lines to single lines 🚀 Detection and export of dead-end roads 🚀 Par…☆51Updated 2 years 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☆67Updated last year
- implementation segmentation of urban areas using road network 自动生成自然街区（交通小区）☆51Updated 7 years ago
- The PLUS model integrates a rule mining framework based on Land Expansion Analysis Strategy (LEAS) and a CA model based on multi-type Ran…☆154Updated last month
- Parallel Computing for Fast Spatiotemporal Weighted Regression☆48Updated 4 years ago
- Geographically Weighted Artificial Neural Network☆30Updated last month
- The Mixed-Cell Cellullar Automata (MCCA) provides a new approach to enable more dynamic mixed landuse modeling to move away from the anal…☆53Updated last year
- Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic☆143Updated 2 years ago
- Iterative heuristics for endogenous spatial regimes delineation (IJGIS 2023)☆10Updated 6 months ago
- Introduction to Programming module for CASA MSc programmes.☆74Updated 6 months ago
- An ensemble Framework for Explainable Geospatial Analysis Machine Learning Models☆19Updated last year
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆102Updated 3 years ago
- QGIS plugin of geographical detector☆29Updated last year
- Please cite: Zhang, Y., Ge, J., Wang, S., & Dong, C. (2024). Optimizing Urban Green Space Configurations for Enhanced Heat Island Mitigat…☆15Updated 3 months ago
- plot_map包提供了在matplotlib上绘制地图底图的功能☆56Updated 3 years ago
- This package is a one-stop solution for downloading, cleaning, analyzing street view imagery☆117Updated last month
- A python package for generating, analyzing and visualizing building shadows☆67Updated 3 months ago