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😎Awesome GIS is a collection of geospatial related sources, including cartographic tools, geoanalysis tools, developer tools, data, conference & communities, news, massive open online course, some amazing map sites, and more.

A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment

  • ipyleaflet
  • folium
  • mapping
  • python

A cluster computing framework for processing large-scale geospatial data

  • cluster-computing
  • spatial-sql
  • geospatial
  • spatial-analysis

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

  • network-analysis
  • spatial-analysis
  • geographical-information-system
  • graph-neural-networks

GRASS - free and open-source geospatial processing engine

Google Earth Engine for R

  • earth-engine
  • googleearthengine
  • google-earth-engine
  • r

Java map matching library for integrating the map into software and services with state-of-the-art online and offline map matching that can be used stand-alone and in the cloud.

Spatial Single Cell Analysis in Python

  • single-cell-rna-seq
  • single-cell-genomics
  • spatial-transcriptomics
  • spatial-analysis

Open-source backend for Kepler.gl. Self-hosted alternative to CARTO and Foursquare Studio.

  • athena
  • bigquey
  • deck-gl
  • gis-platform

The Spatial Framework for Hadoop allows developers and data scientists to use the Hadoop data processing system for spatial data analysis.

  • data-management
  • spatial-analysis

A curated list of resources to help you with ArcGIS development, APIs, SDKs, tools, and location services

  • arcgis
  • arcgis-apis
  • developer-experience
  • developers

Proof of concept developer code and samples to help be successful with all ArcGIS developer products (Python, NET, JavaScript, Android…). The repository is designed to be an exchange for sharing coding conventions and wisdom to developers at all skill levels.

  • web-development
  • data-management
  • spatial-analysis
  • native-development

The Geospatial Neighborhood Analysis Package

  • spatial-analysis
  • urban-modeling
  • geodemographics
  • neighborhood-dynamics

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

  • r
  • spatial-analysis
  • spatial-data
  • spatstat