spatial-analysis

Download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Transform geospatial relations into graphs for Graph Neural Networks and spatial network analysis

High-level geospatial data visualization library for Python.

Spatial analysis algorithms for xarray implemented in numba

Kriging Toolkit for Python

Spatial Single Cell Analysis in Python

An open and interoperable data framework for spatial omics data

Spatial Representations for Artificial Intelligence - a Python library toolkit for geospatial machine learning focused on creating embeddings for downstream tasks

Spatial Optimization

🌎 Python library to access all public routing, isochrones and matrix APIs in a consistent manner.

The Geospatial Neighborhood Analysis Package

Self-hosted geospatial data catalog with semantic search (pgvector), OGC/STAC APIs, and map builder. Built on FastAPI, PostGIS, React, and MapLibre.

peartree: A library for converting transit data into a directed graph for sketch network analysis.

A curated set of lightweight but powerful tools for on-the-fly image processing and raster analysis in ArcGIS.

Tools for working with GTFS public transit data in ArcGIS

Kriging | Poisson Kriging | Variogram Analysis

📦🐍 Python package to model and forecast the risk of deforestation

Computational tools for urban analysis

Segregation Measurement, Inferential Statistics, and Decomposition Analysis