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Michigan Traffic Lab Data Platform (MTLDP)
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Introduction
============================
MTL data platform is a Python package that can help you you build your own applications based on connected
vehicle trajectory data as well as the network modeling and analysis. MTLDP provides a series of fundamental functions
that help to parse, process, and match the trajectory data, map data, and signal state data. It also has certain
higher-level applications with regard to both safety and mobility measurements and optimization.
Features
===============================================
MTLDP could help those who want to implement applications based on **connected vehicle trajectory data** including
map matching, trajectory processing, etc. MTLDP can also help researches related to **transportation network modeling**
and **network analysis**. The main features of MTLDP includes:
* Parse the OpenStreetMap data and construct a well-defined network object;
* Different data adapters to load vehicle trajectory data and SPaT data;
* Match the trajectory data to the map and the SPat;
* Basic trajectory processing functions including smoothing, filtering, coordination conversion, etc;
* Some applications based on trajectory data including both safety and mobility.
Reference
==================================================
* Documentation is available on `[mtldp docs] `_
Authors
============================
MTLDP is developed by `Michigan Traffic Lab `_.
.. todo(shengyin): add the full author list | Zachary Jerome |
+--------------------------+-----------------------------------+------------------------------------------+
| Name | Email | Introduction |
+==========================+===================================+==========================================+
| Henry Liu | henryliu@umich.edu | Advisor |
+--------------------------+-----------------------------------+------------------------------------------+
| Xingmin Wang | xingminw@umich.edu | Ph.D. student |
+--------------------------+-----------------------------------+------------------------------------------+
.. toctree::
:hidden:
:maxdepth: -1
:caption: Overview
:titlesonly:
overview/introduction.rst
overview/installation.rst
overview/map_intro.rst
overview/trajectory.rst
overview/spat.rst
.. toctree::
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:maxdepth: -1
:caption: Tutorial
tutorial/map_parse.rst
tutorial/trajs_adapters.rst
.. toctree::
:maxdepth: -1
:hidden:
:caption: Reference
reference/general.rst
reference/mtlmap.rst
reference/mtltrajs.rst
reference/spat.rst
reference/utils.rst
.. toctree::
:hidden:
:maxdepth: -1
:caption: Developer
README.rst
developer/jupyter.rst