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@UTS-CASLab Complex Adaptive Systems (CAS) Lab - University of Technology Sydney

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    16 repositories

    • hyperbox-brain

      Public
      A scikit-learn compatible hyperbox-based machine learning library in Python
      machine-learningexplainable-mlclassification-modelshyperbox-based-machine-learningfuzzy-min-max-neural-networksgfmmfmnn
      Python
      •
      GNU General Public License v3.0
      •2•32•1•0•Updated Oct 18, 2025Oct 18, 2025

    • autonoml

      Public
      A framework for continuous automated machine learning.
      Python
      •0•0•0•0•Updated May 13, 2025May 13, 2025

    • autonoml-tutorial

      Public
      This is the repository containing the contents of our Tutorial on AutonoML and Human Roles
      HTML
      •
      Apache License 2.0
      •0•0•0•0•Updated Nov 25, 2024Nov 25, 2024

    • DT-CNS

      Public
      A Python Toolbox for Digital Twin-Oriented Complex Networked Systems
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •2•5•0•0•Updated Sep 7, 2024Sep 7, 2024

    • sps-quality

      Public
      A project investigating quality-estimation methods and associated uncertainties for single-photon sources (i.e. quantum dots).
      Python
      •
      MIT License
      •2•0•0•0•Updated Jul 29, 2024Jul 29, 2024

    • plsr_ext

      Public
      Implementation of the extended versions of Partial Least Squares regression (PLSR) including Locally Weighted PLSR (LWPLSR), KNN-LW PLSR, recursive PLSR
      Python
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Mar 6, 2024Mar 6, 2024

    • Disrupt-Criminal-Network

      Public
      Python
      •0•1•0•0•Updated Oct 11, 2023Oct 11, 2023

    • automlbenchmark

      Public
      OpenML AutoML Benchmarking Framework
      Python
      •
      MIT License
      •145•0•0•0•Updated Oct 10, 2022Oct 10, 2022

    • OpenXAI

      Public
      OpenXAI : Towards a Transparent Evaluation of Model Explanations
      JavaScript
      •
      MIT License
      •45•0•0•0•Updated Aug 16, 2022Aug 16, 2022

    • autoweka

      Public
      Java
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Aug 4, 2022Aug 4, 2022

    • accelerated-gfmm

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Jul 7, 2022Jul 7, 2022

    • .github

      Public
      0•0•0•0•Updated May 16, 2022May 16, 2022

    • AutoML-Tutorial

      Public
      This site provides necessary documents for an AutoML Tutorial
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated May 12, 2022May 12, 2022

    • autofeat

      Public
      Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
      Jupyter Notebook
      •
      MIT License
      •64•0•0•0•Updated May 11, 2022May 11, 2022

    • EntityEmbedding4GP

      Public
      Gaussian Process models with entity embedding vectors for bioprocess data
      Python
      •2•0•0•0•Updated Oct 7, 2020Oct 7, 2020

    • CD_Diagram

      Public
      This repository contains Matlab functions to draw Critical Difference (CD) Diagram using the Nemenyi post-hoc test
      MATLAB
      •3•0•0•0•Updated Jun 20, 2020Jun 20, 2020