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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 27 repositories
  • ML_Classifier_Comparison_Tool Public Forked from AvaAvarai/ML_Classifier_Comparison_Tool

    Machine Learning classifier comparison GUI application with multiple classifiers, hyperparameters, cross-validation, best, worst, and standard deviation tracking.

    CWU-VKD-LAB/ML_Classifier_Comparison_Tool’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Dec 28, 2024
  • Dynamic_Coordinates_Vis_System Public Forked from AvaAvarai/Dynamic_Coordinates_Vis_System

    Build visual machine learning models with multidimensional general line coordinate visualizations by interactive classification and synthetic data generation tools.

    CWU-VKD-LAB/Dynamic_Coordinates_Vis_System’s past year of commit activity
    Python 1 MIT 2 1 0 Updated Dec 28, 2024
  • DV Public Forked from huberlw/DV

    DV program developed by Lincoln Huber

    CWU-VKD-LAB/DV’s past year of commit activity
    Java 0 2 0 0 Updated Dec 28, 2024
  • MOEKAVisualization Public Forked from Sean-Gallaway/MOEKAVisualization

    MOEKA software that Harlow Huber worked on for his thesis and Sean Gallaway helped with making a visualization for

    CWU-VKD-LAB/MOEKAVisualization’s past year of commit activity
    C++ 0 MIT 1 0 0 Updated Dec 26, 2024
  • HyperblockParser Public Forked from AvaAvarai/HyperblockParser

    Parses conjunctive normal form hyperblock notation to parallel coordinates graph visualizations.

    CWU-VKD-LAB/HyperblockParser’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Dec 24, 2024
  • Java_Tabular_Vis_Toolkit Public Forked from AvaAvarai/Java_Tabular_Vis_Toolkit

    Multiplatform interactive computational data analysis tool to build visual machine learning models from General Line Coordinate multidimensional lossless visualizations.

    CWU-VKD-LAB/Java_Tabular_Vis_Toolkit’s past year of commit activity
    Java 0 MIT 1 0 0 Updated Nov 23, 2024
  • SPC_and_LP_code Public

    This repository contains code meant for experimenting with Shifted Paired Coordinated and Linear Programming

    CWU-VKD-LAB/SPC_and_LP_code’s past year of commit activity
    Java 0 0 0 0 Updated Oct 25, 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_Demo_Suite Public Forked from AvaAvarai/VKD_Demo_Suite

    Visual Knowledge Discovery demo 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_Demo_Suite’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
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