# MAT-view: Visualization Tools for Multiple Aspect Trajectory Data Mining \[MAT-Tools Framework\]
---
\[[Publication](#)\] \[[Bibtex](https://github.com/mat-analysis/mat-tools/blob/main/references/mat-tools.bib)\] \[[GitHub](https://github.com/mat-analysis/mat-view)\] \[[PyPi](https://pypi.org/project/mat-view/)\]
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)
\* This package docstrings are limited. But you can refer to the [Demonstration Video](https://youtu.be/HMymPh66Anc) for more information on how to use it.
### Screenshots
### Installation
Install directly from PyPi repository, or, download from github. (python >= 3.7 required)
```bash
pip install mat-view
```
### Usage
This package enables a environment script to run the web application, just run:
```bash
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:
- Portela, T. T.; Machado, V. L.; Renso, C. Unified Approach to Trajectory Data Mining and Multi-Aspect Trajectory Analysis with MAT-Tools Framework. In: SIMPÓSIO BRASILEIRO DE BANCO DE DADOS (SBBD), 39. , 2024, Florianópolis/SC. \[[Bibtex](https://github.com/mat-analysis/mat-tools/blob/main/references/mat-tools.bib)\]
### 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](https://github.com/mat-analysis/mat-tools)**: Reference guide for MAT-Tools Framework repositories
### Change Log
This is a package under construction, see [CHANGELOG.md](https://github.com/mat-analysis/mat-view/blob/main/CHANGELOG.md)
Raw data
{
"_id": null,
"home_page": "https://github.com/ttportela/movelets",
"name": "mat-view",
"maintainer": null,
"docs_url": null,
"requires_python": "<3.10",
"maintainer_email": "Tarlis Tortelli Portela <tarlis@tarlis.com.br>",
"keywords": "data-science, machine-learning, data-mining, trajectory, multiple-trajectory, trajectory-classification, movelet, movelet-visualization",
"author": "Tarlis Tortelli Portela",
"author_email": "Tarlis Tortelli Portela <tarlis@tarlis.com.br>",
"download_url": "https://files.pythonhosted.org/packages/a6/24/2e62624aabb647d93cfe6fd36f01ceb75003d1994d7cc5d6ac488c9205c6/mat_view-0.1rc1.tar.gz",
"platform": null,
"description": "# MAT-view: Visualization Tools for Multiple Aspect Trajectory Data Mining \\[MAT-Tools Framework\\]\n---\n\n\\[[Publication](#)\\] \\[[Bibtex](https://github.com/mat-analysis/mat-tools/blob/main/references/mat-tools.bib)\\] \\[[GitHub](https://github.com/mat-analysis/mat-view)\\] \\[[PyPi](https://pypi.org/project/mat-view/)\\]\n\n\nThe 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.\n\nCreated on Jun, 2024\nCopyright (C) 2024, License GPL Version 3 or superior (see LICENSE file)\n\n\\* This package docstrings are limited. But you can refer to the [Demonstration Video](https://youtu.be/HMymPh66Anc) for more information on how to use it.\n\n### Screenshots\n\n \n\n \n\n \n\n \n\n### Installation\n\nInstall directly from PyPi repository, or, download from github. (python >= 3.7 required)\n\n```bash\n pip install mat-view\n```\n\n### Usage\n\nThis package enables a environment script to run the web application, just run:\n\n```bash\n MAT-Web.py\n```\n\nBy default Dash will run on http://127.0.0.1:8050/\n\n\\* 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.\n\n### Citing\n\nIf you use `mat-view` please cite the following paper:\n\n - Portela, T. T.; Machado, V. L.; Renso, C. Unified Approach to Trajectory Data Mining and Multi-Aspect Trajectory Analysis with MAT-Tools Framework. In: SIMP\u00d3SIO BRASILEIRO DE BANCO DE DADOS (SBBD), 39. , 2024, Florian\u00f3polis/SC. \\[[Bibtex](https://github.com/mat-analysis/mat-tools/blob/main/references/mat-tools.bib)\\]\n\n### Collaborate with us\n\nAny 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.\n\nFeel free to contribute in any form, such as scientific publications referencing `mat-view`, teaching material and workshop videos.\n\n### Related packages\n\nThis package is part of _MAT-Tools Framework_ for Multiple Aspect Trajectory Data Mining, check the guide project:\n\n- **[mat-tools](https://github.com/mat-analysis/mat-tools)**: Reference guide for MAT-Tools Framework repositories\n\n\n### Change Log\n\nThis is a package under construction, see [CHANGELOG.md](https://github.com/mat-analysis/mat-view/blob/main/CHANGELOG.md)\n",
"bugtrack_url": null,
"license": "GPL Version 3 or superior (see LICENSE file)",
"summary": "MAT-view: Visualization Tools for Multiple Aspect Trajectory Data Mining",
"version": "0.1rc1",
"project_urls": {
"Bug Tracker": "https://github.com/mat-analysis/mat-view/issues",
"Documentation": "https://mat-analysis.github.io/mat-tools/mat-view/index.html",
"Download": "https://pypi.org/project/mat-view/#files",
"Homepage": "https://github.com/mat-analysis/mat-view",
"Repository": "https://github.com/mat-analysis/mat-view"
},
"split_keywords": [
"data-science",
" machine-learning",
" data-mining",
" trajectory",
" multiple-trajectory",
" trajectory-classification",
" movelet",
" movelet-visualization"
],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "f40d6096ed3f340264eaf6585d482aeeaa3ebd8aaccd8e77dfe3efd08b34bcd6",
"md5": "61b0aa9a1e0f086d52c0ea70a8c2deaa",
"sha256": "240a7a6a6f90c7f873e1d3ac42afd163ec9ae90953de2fac382978f8596d217e"
},
"downloads": -1,
"filename": "mat_view-0.1rc1-py3-none-any.whl",
"has_sig": false,
"md5_digest": "61b0aa9a1e0f086d52c0ea70a8c2deaa",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": "<3.10",
"size": 232001,
"upload_time": "2024-10-02T03:28:09",
"upload_time_iso_8601": "2024-10-02T03:28:09.848970Z",
"url": "https://files.pythonhosted.org/packages/f4/0d/6096ed3f340264eaf6585d482aeeaa3ebd8aaccd8e77dfe3efd08b34bcd6/mat_view-0.1rc1-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "a6242e62624aabb647d93cfe6fd36f01ceb75003d1994d7cc5d6ac488c9205c6",
"md5": "3cfb0946923208fdec5ca08eb37418d6",
"sha256": "ef34f296a21e165078a51ee00c215224b55946e5c1306803a984ade03aa68792"
},
"downloads": -1,
"filename": "mat_view-0.1rc1.tar.gz",
"has_sig": false,
"md5_digest": "3cfb0946923208fdec5ca08eb37418d6",
"packagetype": "sdist",
"python_version": "source",
"requires_python": "<3.10",
"size": 3960955,
"upload_time": "2024-10-02T03:28:15",
"upload_time_iso_8601": "2024-10-02T03:28:15.803170Z",
"url": "https://files.pythonhosted.org/packages/a6/24/2e62624aabb647d93cfe6fd36f01ceb75003d1994d7cc5d6ac488c9205c6/mat_view-0.1rc1.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-10-02 03:28:15",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "ttportela",
"github_project": "movelets",
"github_not_found": true,
"lcname": "mat-view"
}
JSON
