Anita Graser

model-card-template.

geospatial-conferences.

opensr-model. Implementation of Latent Diffusion Super-Resolution model for RGB-NIR Sen2 imagery.

rfc. Request for Comments (RFC) on the AI Assessment Sandbox Configurator

tipg. Simple and Fast Geospatial OGC Features and Tiles API for PostGIS.

qpip. Python

ribbon_toolbar. Python

pytest-qgis. A pytest plugin for testing QGIS python plugins

HoWDe. A package for detecting home and work locations from individual timestamped sequences of stop locations.

qgis-osint. A real-time geospatial intelligence dashboard for the QGIS ecosystem.

mobiml. MobiML - a framework for machine learning from movement data

geopandas-ai. GeoPandas AI is an extension of GeoPandas allowing you to interact with your spatial data in natural language.

data-storytelling. To improve how the eScience Center communicates complex research outputs using data storytelling techniques.

NVGTools. NATO Vector Graphic Tools

photon. an open source geocoder for openstreetmap data

Nominatim. Open Source search based on OpenStreetMap data

QGIS. QGIS is a free, open source, cross platform (lin/win/mac) geographical information system (GIS)

MMGIS. Multi-Mission Geographic Information System - A Web-based Mapping and Spatial Data Infrastructure for Earth, Lunar and Planetary Visualization, Research, Science, Planning and Operations.

pygeometa. pygeometa is a Python package to manage metadata for geospatial datasets

smolagents. 🤗 smolagents: a barebones library for agents that think in code.

gdalcli. An R Frontend for the GDAL CLI

pgosm-flex. PgOSM Flex provides high quality OpenStreetMap datasets in PostGIS (Postgres) using the osm2pgsql Flex output.

QGIS2OllamaMCP. Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop

qgis_mcp. Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop

dython. A set of data tools in Python

GlobalBuildingAtlas. GlobalBuildingAtlas: an open global and complete dataset of building polygons, heights and LoD1 3D models

PDS. Python

force. Framework for Operational Radiometric Correction for Environmental monitoring

synth-data-generator. Synthetic movement data generation using Mesa agent-based modeling

LLMs4OL. LLMs4OL:‌ Large Language Models for Ontology Learning

workflows-extension-trajectory-analysis. Python

basemapkit. Basemaps for the people! ✊ Basemaps for Protomaps / pmtiles 🗺️

conferences_2026. A list of geospatial conferences for 2026

CITS-Geospatial. E-ARK Content Information Type Specification for Geospatial data

QCarta. QGIS Map Portal

grass. GRASS - free and open-source geospatial processing engine

doaj-geo. A list of Diamond Open Access Journals in Geoinformatics and others

CATMOG. Preserved CATMOG (Concepts And Techniques in MOdern Geography) series

statsforecast. Lightning ⚡️ fast forecasting with statistical and econometric models.

UniST. Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)

OpenSTL. OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

FedForecaster. Python

PING-EDBT-2025. Scala

ST-ResNet. Implementation of the paper - Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction

TickAttachmentSwitzerland2024. R

geoai. GeoAI: Artificial Intelligence for Geospatial Data

mostlyai-engine. Synthetic Data Engine 💎

font-gis. Icon font and SVG for use with GIS and spatial analysis tools

osm_map_matching. Python

mesa. Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.

abm-dynamics-viz. Explorations of agent-based modeling with evolving, dynamical behavior. Multi-agent experimental framework, and single-agent with genetic algorithm to mutate dynamics.

open-webui. User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

local-data-stack. Slow & local data allows you to move fast and deliver business value for the 99.9% of the data challenges.

SpatialAnalysisAgent. Python

AutonomousGIS_GeodataRetrieverAgent. Python

gtfs_kit. Moved to https://codeberg.org/araichev/gtfs_kit.

ST-ResNet. Implementation of the paper - Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction

maritime_route_prediction. Master Thesis: Graph Analytics for Maritime Route Prediction

XAI-Urban-Analytics. Jupyter Notebook

kadas-albireo2. KADAS Albireo

shapkit. Interpret machine learning predictions using agnostic local feature importance based on Shapley Values.

lonboard. Fast, interactive geospatial data visualization in Jupyter.

wu3-segments. A font based on the displays on subway line U3 in Vienna (U-Bahn U3, Wien), it is free, open source and mostly complete. Probably still work in progress.

mobilkit. A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data

geocompjl. Geocomputation with Julia: an open source book

ThoughtSource. A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/

IfcOpenShell. Open source IFC library and geometry engine

GeoTrackNet. A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection

openai-cookbook. Examples and guides for using the OpenAI API

research-public. This repository contains the code and data related to different research initiatives carried out at CARTO by the Data Science team

GeostatsPyDemos_Book. GeostatsPyDemos Online Book

LidarSpeedTests. Evaluating the performance of various point cloud processing tools.

openvtpk. Repackaging ESRI's VTPK into an MBTiles container

geobleu. Python implementation of GEO-BLEU, a similarity evaluation method for trajectories

spilhaus. Project your maritime dataset onto the World Ocean.

mf-api. An open-source Python server implementation of the OGC API - MovingFeatures with pygeoapi and MobilityDB.

mf-swg. Public repository of the OGC Moving Feature Standard Working Group (Moving Features SWG).

city-transport-analyzer. Python

sbdprivacylib. Jupyter Notebook

spanishoddata. Access national high-quality and open-access datasets on movement patterns derived from mobile telephone datasets / Accede y usa datos nacionales abiertos sobre movimientos basados en teléfonos móviles.

TrackSegNet. Segmentation of trajectories into diffusive states using supervised LSTM network

STG4Traffic. Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.

awesome-selfhosted. A list of Free Software network services and web applications which can be hosted on your own servers

OliveTin. OliveTin gives safe and simple access to predefined shell commands from a web interface.

py-qgis-wps. An implementation of the Web Processing Service standard from the Open Geospatial Consortium based on the QGIS processing API

pygeoapi-plugin-examples. Bare bones package demonstrating packaging a custom OGC Processes API process for use with pygeoapi.

Awesome-TimeSeries-SpatioTemporal-LM-LLM. A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

GeospaCy. Python

bbox. BBOX services

fpp3-python-readalong. Python-centered read-along of Forecasting: Principles and Practice

notebooksharing.space. CSS

humaninfra-wildlife-interactions. Python

baler. Bad link reporter for GitHub repositories

galileo. General purpose cross-platform GIS-rendering library written in Rust

mastoadminresources. Resources for Mastodon admins

docker-qgis-server. All that is needed to generate a proper QGIS server image

spec-publisher. Common material and utilities for publishing E-ARK specifications sites and PDFs.

TrajParquet. Java

Qgis2threejs. 3D map visualization and web export plugin for QGIS

gtfs-routing. Java

gtfs_functions. Package with useful functions to create geo-spatial visualizations from a GTFS.

multimodal-workshop. Jupyter Notebook

dark-vessel-detection. This repository proposes an Active Learning framework for dark vessel detection.

Bigscity-LibCity. LibCity: An Open Library for Urban Spatial-temporal Data Mining

awesome-panel. Awesome Panel supports Panel and its users. We want to show how awesome the framework is and help push it forward. ❤️🐍📈

spatial-python-tutorial. Jupyter Notebook

Minerva. Minerva project includes the minerva package that aids in the fitting and testing of neural network models. Includes pre and post-processing of land cover data. Designed for use with torchgeo datasets.

discuss. Spatial Data Science across Languages Discussion

dp_mobility_report. Python package to create a report for mobility data with differential privacy guarantees.

jupyterlab-qgis-docker-stack. (GPU accelerated) Multi-arch (linux/amd64, linux/arm64/v8) JupyterLab QGIS docker images. Please submit Pull Requests to the GitLab repository. Mirror of

english_tutorials. Jupyter Notebook

duckdb-spatial. C

bibtex-tidy. Cleaner and Formatter for BibTeX files

movingpandas. MovingPandas - a Python library for movement data exploration and analysis

cml. ♾️ CML - Continuous Machine Learning | CI/CD for ML

mvg-portal. 🌀 Pontus-X Portal Web App

E-ARK-CSIP. E-ARK Common Specification for Information Packages

netidee-antraege.

Template_Python_App. Python

GeoTorchAI. GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale

joplin-plugin-athena. joplin paperless file importer

IDS-AppStore. Java

langchain. The agent engineering platform.

joplin. Joplin - the privacy-focused note taking app with sync capabilities for Windows, macOS, Linux, Android and iOS.

desirelines. Jupyter Notebook

Rath. Next generation of automated data exploratory analysis and visualization platform.

geospatial-data-catalogs. A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index

segment-anything. The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

qgis-expressions. Express yourself (in QGIS)

netascore. NetAScore - Network Assessment Score Toolbox for Sustainable Mobility

awesome-historical-maps. Historic(al) Maps: Meta guidance, tools, repositories, databases, search engines, and online resources for the exploration of Historic and Historical Maps.

open-geo-data-education. Open Geospatial Datasets for GIS Education: This is a repository of open geospatial datasets to be used in an educational context. I created these files over years of teaching Geographic Data Science and GIS. All original datasets are freely available online with open data licenses (see the dataset attribution for details). All the datasets in this repository have been selected, cleaned, harmonised, and repackaged for GIS exercises in a higher-education context. This is a pretty time-intensive process that other educators can hopefully avoid by using these versions.

scalable-geospatial-data-science. Scripts and notebooks for scalable geospatial data science

mf-cesium. A Space-Time Visual Analysis Tool of Moving Objects with Cesium

quarto-gisruk. Quarto template for GISRUK

trajectory. A python library for lossy compression/serialization of trajectory data based on Google's Encoded Polyline Algorithm Format

t2vec. t2vec: Deep Representation Learning for Trajectory Similarity Computation

PyMEOS. Python binding for the MEOS library

mosaic. An extension to the Apache Spark framework that allows easy and fast processing of very large geospatial datasets.

AtlantGIS. This GitHub repository is archived and no longer maintained. The AtlantGIS dataset is now hosted on Codeberg: https://codeberg.org/AtlantGIS/atlantgis_data

move. QGIS Plugin to display MobilityDB query results

Stop-Go-Classifier. Algorithm for stop and trip classification of raw GPS data; transforms a list of position records into intervals of dwelling and transit.

mt-ais-toolbox. Marinetraffic AIS density map toolbox

panel. Panel: The powerful data exploration & web app framework for Python

streamlit-geospatial. A multi-page streamlit app for geospatial

mf-json. HTML

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

geoparquet. Specification for storing geospatial vector data (point, line, polygon) in Parquet

discrete_frechet. Compute the Fréchet distance between two polygonal curves in Euclidean space.

scipy. SciPy library main repository

similarity_measures. Quantify the difference between two arbitrary curves in space

geocompy. Geocomputation with Python: an open source book

Last-Row. Last row tracking data and code

jupyter-qgis. Run a Linux Desktop on a JupyterHub

geoWordle. C++

sdsc21-workshop. Materials for SDSC 2021 Workshop

sat-extractor. Extract Satellite Imagery from public constellations at scale

emotional_maps. Jupyter Notebook

ARLAS-proc. Workaround about data ingestion with computing frameworks

ARLAS-server. Exploring & analyze collections of geo referenced data from your ElasticSearch cluster

docker. Docker images for reproducible Geocomputation

datascience. Curated list of Python resources for data science.

CDR-analysis-tools-std. CDR Data Analysis Package (Standalone Edition)

H3-Pandas. Integration of H3 with GeoPandas and Pandas

MovinPy. MovinPy is python library that can be used to process and analyze mobility data.

matsim-model-vienna. MATSim Model Vienna is an open source traffic model for the city and agglomeration of Vienna, Austria, with MATSim

geobr. Easy access to official spatial data sets of Brazil in R and Python

nast-scrape. Scrape script für die Daten der automatischen Radverkehrszählstellen in Wien

binder-workspace-demo. A demonstration repository showing how to open JupyterLab with a custom layout on mybinder.org

tracktable. Tracktable: moving object trajectory analysis in C++ and Python

community-group. WebVMT Community Group

spaghetti. SPAtial GrapHs: nETworks, Topology, & Inference

trajcomp. Trajectory Computing Library

meos. Mobility Engine, Open Source

Learn-QGIS-Fourth-Edition. Learn QGIS Fourth Edition, published by Packt

qgis-roadmap-project. QML

mordecai. Full text geoparsing as a Python library

traja. Python tools for spatial trajectory and time-series data analysis

geodabs. Java

MobilityDB. MobilityDB is a geospatial trajectory data management & analysis platform, built on PostgreSQL and PostGIS.

movingpandas-feedstock. A conda-smithy repository for movingpandas.

book. 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.

qgis-python-course. HTML

open-gat. Open source software for geographic transport data analysis and planning

tracejson. A GeoJSON extension for GPS path data

ectqg19-workshop. R&Py Spatial Analysis Workshop, 5 September 2019: European Colloquium on Theoretical and Quantitative Geography

osm2mask. Creates raster masks from osm data

scikit-mobility. scikit-mobility: mobility analysis in Python

gds_env. A containerised platform for Geographic Data Science

tutorial. Jupyter Notebook

setup.py. 📦 A Human's Ultimate Guide to setup.py.

infostop. Python package for detecting stops in trajectory data

awesome-carto-tips. MAPPABLE CHEAT-SHEET: An (incomplete) checklist for making geodata visualizations in (data-driven) journalism

pyqgis-tutorials. Python

pygeopackage. A Python package to read/write spatial data to a geopackage.

osmnx-examples. Gallery of OSMnx tutorials, usage examples, and feature demonstrations.

dask-geopandas. Parallelized GeoPandas with Dask

reftrj. Reference trajectories for Performance Review of European ANS

DataPlotly. D3 like plots creation with plotly in QGIS

plpgunit. PostgreSQL Unit Testing Framework