This MATLAB tool makes parallel coordinates plots with paper quality. Parallel coordinates plots allows the visualization of high-dimensional data.
The following features are implemented:
- Filtering and sorting of the variables
- Scaling of the range of the variables
- Find the color of the lines composing the plot
- Extract and highlight special lines
- Plot the ranges of the different variables
The tool is able to handle large amount of data:
- For large datasets, a single vector plot is generated
- For large datasets, a vector plot is generated with the axis and a raster plot with the data
In the example, the design space diversity of a medium-frequency transformer is considered:
- run_parse.m - Extract and parse the dataset
- run_plot.m - Make the parallel coordinate plot
The tool is tested with the following MATLAB setup:
- Tested with MATLAB R2018b or 2019a
- No toolboxes are required.
- Compatibility with GNU Octave not tested but probably easy to achieve.
- Thomas Guillod, ETH Zurich, Power Electronic Systems Laboratory - GitHub Profile
- This project is licensed under the BSD License, see LICENSE.md.
- This project is copyrighted by: (c) 2016-2020, ETH Zurich, Power Electronic Systems Laboratory, T. Guillod.
- This project is copyrighted by: (c) 2021-2022, T. Guillod.