https://github.com/UDST/urbansim

Platform for building statistical models of cities and regions
https://github.com/UDST/urbansim

Last synced: 3 months ago
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Platform for building statistical models of cities and regions

• Host: GitHub
• URL: https://github.com/UDST/urbansim
• Owner: UDST
• License: bsd-3-clause
• Created: 2013-08-15T06:56:02.000Z (about 11 years ago)
• Default Branch: dev
• Last Pushed: 2023-12-06T15:15:15.000Z (11 months ago)
• Last Synced: 2024-08-03T21:04:26.305Z (3 months ago)
• Language: Python
• Homepage: https://udst.github.io/urbansim/
• Size: 7.15 MB
• Stars: 476
• Watchers: 79
• Forks: 131
• Open Issues: 26
• Metadata Files:
  • Readme: README.rst
  • Changelog: CHANGELOG.rst
  • Contributing: CONTRIBUTING.md
  • License: LICENSE.txt

Awesome Lists containing this project

README

        
UrbanSim

========

.. image:: https://img.shields.io/pypi/v/urbansim.svg

    :target: https://pypi.python.org/pypi/urbansim/

    :alt: Latest Version

.. image:: https://travis-ci.org/UDST/urbansim.svg?branch=master

   :alt: Build Status

   :target: https://travis-ci.org/UDST/urbansim

.. image:: https://coveralls.io/repos/UDST/urbansim/badge.svg?branch=master

   :alt: Test Coverage

   :target: https://coveralls.io/r/UDST/urbansim?branch=master

UrbanSim is a platform for building statistical models of cities and regions. These models help forecast long-range patterns in real estate development, demographics, and related outcomes, under various policy scenarios.

This ``urbansim`` Python library is a core component. It contains tools for statistical estimation and simulation; domain-specific logic about housing markets, household relocation, and other processes; and frameworks and utilities for assembling a model. 

How it works

------------

Operational UrbanSim models begin with detailed data about a particular region, and then estimate and validate a system of interconnected model components. Full models draw on a number of libraries: not just ``urbansim``, but also `Orca `__ for task orchestration, `Synthpop `__ for population synthesis, `Pandana `__ for network analysis, and so on. Collectively, these make up the `Urban Data Science Toolkit `__ (UDST).

UrbanSim models are used by public agencies, consultancies, and researchers in dozens of cities around the U.S. and world. The core platform is open source, but many operational models make use of additional cloud-hosted model building and visualization tools provided by `UrbanSim Inc. `__

Learn More

----------

* `An Introduction to UrbanSim `__

* `UrbanSim for San Francisco: An example implementation `__

* `UrbanSim Inc. `__

Installation

------------

* ``pip install urbansim``

* ``conda install urbansim --channel conda-forge``

Technical documentation

-----------------------

* `Getting started `__

* `Full documentation `__

* Other `UDST `__ libraries

* Documentation for `UrbanCanvas `__, the UrbanSim cloud platform