mat-view 0.1b1

MAT-view: Visualization Tools for Multiple Aspect Trajectory Data Mining

MAT-view: Visualization Tools for Multiple Aspect Trajectory Data Mining [MAT-Tools Framework]

---

[Publication] [citation.bib] [GitHub] [PyPi]

The present application offers a set of web tools to support the user in the visualization of multiple aspect trajectories and movelets (the parts of the trajectory that better discriminate a class). Also, present a detailed list of available datasets on a public repository, descriptions of MAT data mining methods, experimental results exploration, environmental and scripting generators. It integrates into a unique platform of the approaches available for multiple aspects trajectories and in general for multidimensional sequence classification into a unique web-based and python library system.

Created on Jun, 2024 Copyright (C) 2024, License GPL Version 3 or superior (see LICENSE file)

Installation

Install directly from PyPi repository, or, download from github. (python >= 3.7 required)

    pip install mat-view

Usage

This package enables a environment script to run the web application, just run:

    MAT-Web.py

By default Dash will run on http://127.0.0.1:8050/

* In case you have trouble loading any data into the page (or an action is not updating the page), refresh the site and try again.

Citing

If you use mat-view please cite the following paper:

TODO

Bibtex:

@inproceedings{...}

Collaborate with us

Any contribution is welcome. This is an active project and if you would like to include your algorithm in mat-view, feel free to fork the project, open an issue and contact us.

Feel free to contribute in any form, such as scientific publications referencing mat-view, teaching material and workshop videos.

Related packages

This package is part of MAT-Tools Framework for Multiple Aspect Trajectory Data Mining, check the guide project:

• mat-tools: Reference guide for MAT-Tools Framework repositories

And others:

Change Log

This is a package under construction, see CHANGELOG.md