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@CWU-VKD-LAB

CWU-VKD-LAB

Central Washington University Visual Knowledge Discovery and Imaging Lab
README.md

Welcome to the Central Washington University Visual Knowledge Discovery Lab, led by Dr. Boris Kovalerchuk. Our lab focuses on Visual Knowledge Discovery and Machine Learning from inherently interpretable visual paradigms, leveraging methodologies and insights that have been detailed in foundational works such as Dr. Kovalerchuk's book, "Visual Knowledge Discovery and Machine Learning" (2018).

This GitHub organization contains research projects conducted by students under the guidance of Dr. Boris Kovalerchuk, contributing to the field of high-dimensional data visualization and machine learning techniques for identifying complex multidimensional data patterns.

Issue Reporting

If you encounter any issues in using our projects, please submit an issue report on the relevant project's GitHub page, please include:

  • Environment details (OS, software version, language used version)
  • A detailed description of the issue
  • Resultant behavior and expected behavior
  • Steps to reproduce the issue, if possible

Licensing

All projects contained under this organization are freely available under the MIT License, allowing for both personal and commercial use. For the full license text, please refer to the LICENSE file in each project repository.

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  1. Practice-Software Practice-Software Public

    This repository contains various programs for research conducted by Dr. Boris Kovalerchuk. Tutorials are included for students or others to understand and play with the software.

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Repositories

Showing 10 of 21 repositories
  • DCVis Public Forked from AvaAvarai/DCVis

    @CWU-VKD-LAB research project to build visual machine learning models with multidimensional visualizations and interactive classification tools.

    CWU-VKD-LAB/DCVis’s past year of commit activity
    Python 0 MIT 2 0 0 Updated Jun 17, 2024
  • Java-Parallel-Coordinates-Vis Public Forked from AvaAvarai/Java-Parallel-Coordinates-Vis

    Java Parallel Coordinates Visualization Tool, to visualize multidimensional/multivariate CSV data with Java Swing.

    CWU-VKD-LAB/Java-Parallel-Coordinates-Vis’s past year of commit activity
    Java 0 MIT 1 0 0 Updated May 6, 2024
  • VKD_Tools Public Forked from AvaAvarai/VKD_Tools

    Visual Knowledge Discovery tools for interactively visualizing, exploring, and identifying complex n-D data patterns in multivariate CSV data, to visualize machine learning classifier models.

    CWU-VKD-LAB/VKD_Tools’s past year of commit activity
    Python 0 MIT 1 0 0 Updated May 4, 2024
  • .github Public
    CWU-VKD-LAB/.github’s past year of commit activity
    1 1 0 0 Updated May 4, 2024
  • CVis Public Forked from AvaAvarai/CVis

    Renders CSV in Parallel Coordinates + Scatter Plot, handles large datasets. Zoom, pan, stretch, scale using keyboard, invert of attributes with mouse click.

    CWU-VKD-LAB/CVis’s past year of commit activity
    C 0 MIT 1 0 0 Updated Mar 3, 2024
  • badtViz3 Public Forked from dunn-cwu/badtViz3

    Bended-Attributes Decision Trees Visualizer

    CWU-VKD-LAB/badtViz3’s past year of commit activity
    C# 0 MIT 1 0 0 Updated Mar 3, 2024
  • VisCanvas2.0-Rule-Enhancment Public

    This repository includes Michael's sequential rule generation, and some better readability to Eli's Rules

    CWU-VKD-LAB/VisCanvas2.0-Rule-Enhancment’s past year of commit activity
    C++ 0 MIT 0 0 0 Updated Mar 3, 2024
  • DSCVizTests Public Forked from Charles57-CWU/DSCVizTests

    DSCVizTests machine learning scripts

    CWU-VKD-LAB/DSCVizTests’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Mar 3, 2024
  • VisCanvas2.0 Public
    CWU-VKD-LAB/VisCanvas2.0’s past year of commit activity
    C++ 0 MIT 0 0 0 Updated Mar 3, 2024
  • SPC-DT Public
    CWU-VKD-LAB/SPC-DT’s past year of commit activity
    C++ 0 MIT 0 0 0 Updated Mar 3, 2024
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