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@ACIL-Group

Missouri S&T Applied Computational Intelligence Laboratory

Welcome to the ACIL-Group

This is the GitHub group for public repositories developed for the Applied Computational Intelligence Laboratory (ACIL) of the Missouri University of Science and Technology (S&T) in Rolla, MO USA.

Who are we?

We are a group of faculty and graduate researchers affiliated with the Electrical and Computer Engineering (ECE) department at Missouri S&T.

What do we do?

We work in the space of machine learning research, focusing on clustering and neural networks algorithms, and our specialty is in the study of engineering applications of these techniques.

We in particular specialize in a class of machine learning algorithms based upon Adaptive Resonance Theory (ART), a biologically plausible theory of how fields of neurons autonomously regularize their learning through competitive dynamics. To learn more, feel free to check out the myriad projects and software packages under this GitHub group.

Popular repositories Loading

  1. NuART-Py NuART-Py Public

    NuART-Py: Python Library of Adaptive Resonance Theory Neural Network

    Python 10 1

  2. DDVFA DDVFA Public

    Distributed Dual Vigilance Fuzzy ART - Companion MATLAB Code

    MATLAB 3 2

  3. BARTMAP-CF BARTMAP-CF Public

    BARTMAP-based collaborative filtering

    MATLAB 1

  4. DVFA DVFA Public

    Dual Vigilance Fuzzy ART - Companion MATLAB Code

    MATLAB 1 3

  5. DVHA DVHA Public

    Dual-Vigilance Hypersphere ART

    Python 1 1

  6. VAT-FA VAT-FA Public

    VAT + Fuzzy ART Framework - Companion MATLAB Code

    MATLAB 1

Repositories

Showing 10 of 19 repositories
  • TopoBARTMAP Public
    ACIL-Group/TopoBARTMAP’s past year of commit activity
    MATLAB 0 GPL-3.0 0 1 0 Updated Nov 15, 2024
  • AdaptiveResonance.jl Public Forked from AP6YC/AdaptiveResonance.jl

    A syncronized fork of AP6YC/AdaptiveResonance.jl, a Julia package for Adaptive Resonance Theory (ART) algorithms.

    ACIL-Group/AdaptiveResonance.jl’s past year of commit activity
    Julia 0 MIT 4 0 0 Updated Sep 28, 2024
  • DCCR Public Forked from AP6YC/DCCR

    A synchronized fork of the Deep Clustering Context Recognition (DCCR) project containing materials for the paper "Lifelong Context Recognition via Online Deep Feature Clustering."

    ACIL-Group/DCCR’s past year of commit activity
    Jupyter Notebook 0 CC-BY-4.0 1 0 0 Updated Sep 10, 2024
  • OAR Public Forked from AP6YC/OAR

    A syncronized fork of the research repository for Ontological Adaptive Resonance (OAR) algorithms and experiments.

    ACIL-Group/OAR’s past year of commit activity
    Python 0 MIT 1 0 0 Updated May 20, 2024
  • CENTROIDS Public

    Code and data for "Enhancing Dimension-Reduced Scatter Plots with Class and Feature Centroids."

    ACIL-Group/CENTROIDS’s past year of commit activity
    Python 0 CC0-1.0 0 0 0 Updated Jan 12, 2024
  • KGO Public

    Code and data for a knowledge graph and ontologies paper.

    ACIL-Group/KGO’s past year of commit activity
    Python 0 CC0-1.0 0 0 0 Updated Jan 12, 2024
  • .github Public

    A repository containing the group README that is visible on the ACIL-Group landing page.

    ACIL-Group/.github’s past year of commit activity
    0 MIT 0 0 0 Updated Oct 20, 2023
  • ClusterValidityIndices.jl Public Forked from AP6YC/ClusterValidityIndices.jl

    A syncronized fork of AP6YC/ClusterValidityIndices.jl, a Julia package for Cluster Validity Indices (CVIs).

    ACIL-Group/ClusterValidityIndices.jl’s past year of commit activity
    Julia 0 MIT 1 0 0 Updated May 18, 2023
  • MetaICVI.jl Public

    A mirror of https://github.com/AP6YC/MetaICVI.jl into the ACIL-Group GitHub page.

    ACIL-Group/MetaICVI.jl’s past year of commit activity
    Julia 0 MIT 0 0 0 Updated Oct 31, 2021
  • VDSR Public

    Very Deep Super Resolution (VDSR) for Thermal Infrared Imagery

    ACIL-Group/VDSR’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Jul 6, 2021

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