Repositories list

• Iterative_SVM_Classifier

  Public
  Novel Machine Learning classifier iterating SVM to refine hyperplane defined class border used in our recent paper, now expanding studies. Achieved 100% accuracy on WBC 9 and 30 attribute datasets in our upcoming paper "Boosting of Classification Models with Human-in-the-Loop Computational Visual Knowledge Discovery."

  Python

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  MIT License

  •1•0•0•0•Updated Mar 7, 2025Mar 7, 2025

• Iterative_Subset_Hyperblock_Search

  Public
  Finding representative hyperblocks by iterating on subsets of the training data for repeating patterns.

  Python

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  MIT License

  •1•0•0•0•Updated Mar 6, 2025Mar 6, 2025

• MOEKAVisualization

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

  C++

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  MIT License

  •1•0•0•0•Updated Feb 27, 2025Feb 27, 2025

• DV2.0

  Public
  DV 2.0 program originally developed by Lincoln Huber developed using Java and JFreeChart, optimized with JCuda.

  Java

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  MIT License

  •2•0•0•0•Updated Feb 26, 2025Feb 26, 2025

• .github

  Public
  1•1•0•0•Updated Feb 26, 2025Feb 26, 2025

• Java_Tabular_Vis_Toolkit

  Public
  Cross-platform tool for Computational Interactive Visual Learning using lossless General Line Coordinate data visualizations and human-in-the-loop guided classification by eight classifier algorithms to find, test, and boost robust machine learning models to achieve high case to parameter ratio.

  Java

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  MIT License

  •1•0•0•0•Updated Feb 23, 2025Feb 23, 2025

• DATASETS

  Public
  To stop duplicating datasets across projects this DATASETS projects will be a repository to house all project datasets including data information.

  MIT License

  •0•0•0•0•Updated Feb 23, 2025Feb 23, 2025

• ML_Classifier_Comparison_Tool

  Public
  Machine Learning classifier comparison GUI application. Choose 21 classifiers, evaluation data (optional for evaluation of synthetic data), hyperparameters, cross-validation splits, and rng seed; tabulates, and visualizes in Parallel Coordinates: best, worst, average, and standard deviation of Accuracy/F1/Recall.

  Python

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  MIT License

  •1•0•0•0•Updated Jan 2, 2025Jan 2, 2025

• Hyperblock_Parser

  Public
  Parses conjunctive normal form hyperblock notation to parallel coordinate graph visualizations. Hyperblocks are an interpretable way to build machine learning models.

  Python

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  MIT License

  •1•0•0•0•Updated Dec 30, 2024Dec 30, 2024

• Dynamic_Coordinates_Vis_System

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

  Python

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  MIT License

  •2•1•1•0•Updated Dec 30, 2024Dec 30, 2024

• VisCanvas2.0

  Public
  Visualization software for n-D data plotting in Parallel Coordinates and hypercube cluster analysis.

  C++

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  MIT License

  •0•0•0•0•Updated Dec 29, 2024Dec 29, 2024

• SPC_and_LP_code

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

  Java

  •0•0•0•0•Updated Oct 25, 2024Oct 25, 2024

• DataGlyphDebug

  Public
  Debug version of DataGlyph source code

  C++

  •1•0•0•0•Updated Jun 16, 2024Jun 16, 2024

• Java-Parallel-Coordinates-Vis

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

  Java

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  MIT License

  •1•0•0•0•Updated May 6, 2024May 6, 2024

• VKD_Demo_Suite

  Public
  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.

  Python

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  MIT License

  •1•0•0•0•Updated May 4, 2024May 4, 2024

• DataGlyph2

  Public
  C++

  •1•0•0•0•Updated Mar 30, 2024Mar 30, 2024

• SPC_SF_Data_Glyph

  Public
  SPC-SF Hybrid Visualization

  C++

  •1•0•0•0•Updated Mar 30, 2024Mar 30, 2024

• CVis

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

  C

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  MIT License

  •1•0•0•0•Updated Mar 3, 2024Mar 3, 2024

• badtViz3

  Public
  Bended-Attributes Decision Trees Visualizer

  C#

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  MIT License

  •1•0•0•0•Updated Mar 3, 2024Mar 3, 2024

• VisCanvas2.0-Rule-Enhancment

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

  C++

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  MIT License

  •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024

• DSCVizTests

  Public
  DSCVizTests machine learning scripts

  Python

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  MIT License

  •1•0•0•0•Updated Mar 3, 2024Mar 3, 2024

• SPC-DT

  Public
  C++

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  MIT License

  •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024

• 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.

  MIT License

  •1•3•0•0•Updated Mar 3, 2024Mar 3, 2024

• DV1.0

  Public
  Cython

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  MIT License

  •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024

• Visual-Data-Mining-Binary

  Public
  C++

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  MIT License

  •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024

• Visual-Data-Mining-k-value

  Public
  C++

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  MIT License

  •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024

• Bended-Attributes

  Public
  GDScript

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  MIT License

  •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024

• VisCanvas-ShaneVance

  Public
  C++

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  MIT License

  •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024

• SPCVIs

  Public
  C

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  MIT License

  •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024

• SURE-EPC

  Public
  MIT License

  •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024