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    31 repositories

    • DV

      Public
      DV program developed by Lincoln Huber
      Java
      •2•0•0•0•Updated Jan 15, 2025Jan 15, 2025

    • Java_Tabular_Vis_Toolkit

      Public
      A cross-platform tool for building machine learning models with General Line Coordinates lossless data visualizations, analyzing classifier errors, and improving classification with assistive computational tools with the goal of defining robust visual model representations as hyperblocks.
      Java
      •
      MIT License
      •1•0•0•0•Updated Jan 11, 2025Jan 11, 2025

    • MOEKAVisualization

      Public
      MOEKA software that Harlow Huber worked on for his thesis and Sean Gallaway helped with making a visualization for
      C++
      •
      MIT License
      •1•0•0•0•Updated Jan 10, 2025Jan 10, 2025

    • ML_Classifier_Comparison_Tool

      Public
      Machine Learning classifier comparison GUI application. Choose the 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
      •
      MIT License
      •1•0•0•0•Updated Jan 2, 2025Jan 2, 2025

    • .github

      Public
      1•1•0•0•Updated Dec 31, 2024Dec 31, 2024

    • 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
      •
      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
      •
      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++
      •
      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
      •
      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
      •
      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
      •
      MIT License
      •1•0•0•0•Updated Mar 3, 2024Mar 3, 2024

    • badtViz3

      Public
      Bended-Attributes Decision Trees Visualizer
      C#
      •
      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++
      •
      MIT License
      •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024

    • DSCVizTests

      Public
      DSCVizTests machine learning scripts
      Python
      •
      MIT License
      •1•0•0•0•Updated Mar 3, 2024Mar 3, 2024

    • SPC-DT

      Public
      C++
      •
      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

    • DV2.0

      Public
      Cython
      •
      MIT License
      •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024

    • Visual-Data-Mining-Binary

      Public
      C++
      •
      MIT License
      •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024

    • Visual-Data-Mining-k-value

      Public
      C++
      •
      MIT License
      •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024

    • Bended-Attributes

      Public
      GDScript
      •
      MIT License
      •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024

    • VisCanvas-ShaneVance

      Public
      C++
      •
      MIT License
      •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024

    • SPCVIs

      Public
      C
      •
      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

    • VisCanvas1.0

      Public
      Visualization software creates graphical visualizations of n-dimensional datasets.
      C++
      •
      MIT License
      •0•0•0•0•Updated Mar 3, 2024Mar 3, 2024

    • SPC-3D

      Public
      A 3D shifted pair coordinates program. The Unity engine will be needed to modify the code, but the .exe should work straight away.
      ASP.NET
      •
      MIT License
      •0•2•0•0•Updated Aug 19, 2023Aug 19, 2023

    • Heat_Map_n-D_Data_Vis

      Public
      OpenGL Heat Map Visualization for n-D Data
      C++
      •1•0•0•0•Updated Mar 5, 2023Mar 5, 2023