spatial-statistics

This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.

data-science statistics spatial-analysis geographic-data geographical-information-system spatial-data-analysis spatial-statistics data-analysis-python

UpdatedJan 5, 2024
Jupyter Notebook

pysal /libpysal

Star282

Core components of Python Spatial Analysis Library

gis spatial-data spatial-statistics

UpdatedDec 11, 2025
Python

spatstat /spatstat

Star204

Umbrella package of the 'spatstat' family................

r statistics statistical-methods statistical-tests spatial-analysis spatial-data network-analysis spatstat spatial-data-analysis kernel-density statistical-models point-process poisson-process spatial-statistics gibbs-process cox-point-process cluster-process

UpdatedDec 2, 2025
R

varoudis /depthmapX

Star191

depthmapX is a multi-platform Spatial Network Analysis Software

windows linux c-plus-plus qt graph-algorithms architecture network-science urban-planning macosx spatial-analysis agent-based-modeling network-analysis design-tools graph-analysis visibility-graph spatial-statistics visibility-analysis urban-design agent-based-simulation space-syntax

UpdatedFeb 2, 2021
C++

pachterlab /voyager

Star99

From geospatial to spatial -omics

r exploratory-data-analysis spatial eda rstats bioconductor r-package omics transcriptomics spatial-statistics esda spatial-transcriptomics

UpdatedDec 1, 2025
R

italo-goncalves /geoML

Star88

Spatial modeling using machine learning concepts

machine-learning spatial-data spatial-statistics

UpdatedDec 16, 2025
Python

pysal /spreg

Star84

Spatial econometric regression in Python

statistics econometrics spatial-analysis geography spatial-regression spatial-statistics

UpdatedDec 14, 2025
Python

paezha /spatial-analysis-r

Star78

Open Educational Resource for teaching spatial data analysis and statistics with R

r statistics rstats data-analysis r-package spatial-data-analysis spatial-statistics r-spatial open-educational-resource

UpdatedJan 10, 2025
HTML

pysal /giddy

Star77

Exploratory spatiotemporal data analysis and Geospatial distribution dynamics analysis

markov-chains spatial-statistics spatiotemporal-analysis distribution-dynamics

UpdatedDec 15, 2025
Jupyter Notebook

elizavetasemenova /prob-epi

Star70

Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"

probabilistic-programming agent-based-modeling epidemiology bayesian-inference gaussian-processes spatial-statistics disease-transmission surrogates numpyro deep-generative-modelling

UpdatedFeb 25, 2025
Jupyter Notebook

bodkan /slendr

Star61

Population genetic simulations in R

popgen rstats simulations population-genetics spatial-statistics

UpdatedDec 14, 2025
R

Ziqi-Li /FastGWR

Star59

Fast Geographically Weighted Regression (FastGWR)

spatial spatial-statistics gwr

UpdatedMar 17, 2022
Jupyter Notebook

hpaulkeeler /posts

Star53

Pieces of code that have appeared on my blog.

julia stochastic-process mcmc poisson point-process poisson-process poisson-distribution spatial-statistics point-process-analysis cluster-process point-processes empirical-distributions point-process-models cluster-pattern poisson-disk

UpdatedMar 10, 2025
Python

stscl /gdverse

Star40

Analysis of Spatial Stratified Heterogeneity

r spatial-statistics geospatial-analysis geoinformatics geographical-detector spatial-stratified-heterogeneity

UpdatedOct 15, 2025
R

pysal /spglm

Star36

SParse Generalized Linear Models (spglm)

spatial-statistics sparse-generalized-linear-models

UpdatedOct 6, 2025
Python

davidt0x /micro-maker

Star29

A MATLAB/C++ implementation of solid texture synthesis algorithms for constructing statistically representative 3D microstructure datasets from only 2D data.

reconstruction materials-science microstructure solid-texture-synthesis spatial-statistics