MultiVariate Viz

Copyright 2024, Hilary Luo and contributors

Licensed under LGPL v3

A simple python GUI tool to visualize multivariate data and create PCA models. Tested on Windows and Ubuntu.

Icons sourced from https://p.yusukekamiyamane.com/, created by Yusuke Kamiyamane and distributed under Creative Commons Attribution 3.0 License.

Requirements

• Python 3.9+
• numpy 1.22+
• pandas 1.5+
• scikit-learn 1.2.2+
• PyQt6 6.4+
• pyqtgraph 0.13.3+

Installation

• Using PyPI (if Git is installed):

  • pip install git+https://github.com/hilary-luo/mv_viz.git

• Using PyPI (if Git is not installed):

  • pip install https://github.com/hilary-luo/mv_viz/tarball/main

• From source distribution:

  • Download the repository or run git clone https://github.com/hilary-luo/mv_viz.git

  • Then run pip install . or python setup.py install from the directory where you download this repository.

Usage

• Once installed, the python setup should automatically create a console script wrapper that can be run from command line or terminal anywhere by simply running mv_viz

  • Note: This may fail if the python console scripts installation directory path is not inculded in the PATH environment variable.

• Alternatively, run python src/mv_viz/mv_viz.py from the directory where you download this repository. This option does not require installation.

Documentation

Under development