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@UDST

Urban Data Science Toolkit by UrbanSim

Open source projects supporting urban spatial analysis, simulation, and visualization

Urban Data Science Toolkit

UDST develops and maintains open-source software for urban simulation, transportation and accessibility analysis, workflow orchestration, and discrete-choice modeling.

Core projects

  • UrbanSim — urban-development and regional simulation methods and model components
  • Orca — in-process orchestration for analytical and simulation workflows
  • ChoiceModels — discrete-choice specification, estimation, sampling, and simulation
  • Pandana — established network accessibility and shortest-path APIs, maintained for compatibility
  • UrbanAccess — integrated transit and pedestrian network-data preparation

See the project directory for current status, mission, and reference architecture.

UDST is resuming active maintenance of its core open-source projects. Current priorities are tracked in the UDST Maintenance Revival project.

Contributions and participation in project maintenance are welcome. Please consult the organization-wide contribution guidelines and the guidance in each repository before beginning substantial work.

Open-source projects and commercial offerings

UDST projects provide open methods, interfaces, and self-managed reference implementations within defined technical scopes. UrbanSim Inc. separately provides commercial products and services, including prepared data, operational model implementations, managed computation, visualization, and continuing support.

See Open-source projects and commercial offerings for the full policy.

Research foundations

UDST grew from a long-running program of research in urban simulation, transportation, accessibility, and planning. Its development was supported by the National Science Foundation, the Environmental Protection Agency, other public research sponsors, planning agencies, and many academic collaborators.

See Research support and acknowledgments for the principal awards, institutional partnerships, and later publicly sponsored research that contributed to this work.

Stewardship

Paul Waddell founded UrbanSim and owns and stewards the UDST GitHub organization. UrbanSim Inc. administers the organization and supports repository maintenance.

GitHub organization ownership is distinct from copyright in individual contributions. Each repository remains governed by its published open-source license.

See the History of UrbanSim and UDST, the Governance policy, and the Credit and attribution policy.

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  1. urbansim urbansim Public

    Platform for building statistical models of cities and regions

    Python 545 142

  2. pandana pandana Public

    Pandas Network Analysis by UrbanSim: fast accessibility metrics and shortest paths, using contraction hierarchies 🗺️

    C++ 428 100

  3. urbanaccess urbanaccess Public

    A tool for GTFS transit and OSM pedestrian network accessibility analysis by UrbanSim

    Python 266 62

  4. orca orca Public

    Python library for task orchestration

    Python 54 21

  5. choicemodels choicemodels Public

    Python library for discrete choice modeling

    Python 86 39

  6. urbansim_templates urbansim_templates Public

    Building blocks for simulation models

    Python 24 15

Repositories

Showing 10 of 35 repositories
  • choicemodels Public

    Python library for discrete choice modeling

    UDST/choicemodels's past year of commit activity
    Python 86 BSD-3-Clause 39 14 2 Updated Sep 11, 2026
  • urbansim_templates Public

    Building blocks for simulation models

    UDST/urbansim_templates's past year of commit activity
    Python 24 BSD-3-Clause 15 37 3 Updated Sep 10, 2026
  • pandana Public

    Pandas Network Analysis by UrbanSim: fast accessibility metrics and shortest paths, using contraction hierarchies 🗺️

    UDST/pandana's past year of commit activity
    C++ 428 AGPL-3.0 100 43 3 Updated Sep 10, 2026
  • urbanaccess Public

    A tool for GTFS transit and OSM pedestrian network accessibility analysis by UrbanSim

    UDST/urbanaccess's past year of commit activity
    Python 266 AGPL-3.0 62 18 5 Updated Sep 3, 2026
  • urbansim Public

    Platform for building statistical models of cities and regions

    UDST/urbansim's past year of commit activity
    Python 545 BSD-3-Clause 142 20 8 Updated Sep 3, 2026
  • .github Public

    Organization-wide community health files for UDST repositories

    UDST/.github's past year of commit activity
    0 0 0 1 Updated Sep 2, 2026
  • orca Public

    Python library for task orchestration

    UDST/orca's past year of commit activity
    Python 54 BSD-3-Clause 21 9 3 Updated Sep 2, 2026
  • osmnet Public

    Tools for the extraction of OpenStreetMap street network data

    UDST/osmnet's past year of commit activity
    Python 66 AGPL-3.0 18 0 1 Updated Aug 21, 2026
  • ansible-conda Public

    An Ansible module for managing Python packages via Conda

    UDST/ansible-conda's past year of commit activity
    Python 55 BSD-2-Clause 23 8 5 Updated Mar 4, 2024
  • bayarea_urbansim Public

    UrbanSim implementation for the San Francisco Bay Area

    UDST/bayarea_urbansim's past year of commit activity
    Python 17 25 2 1 Updated Feb 23, 2024