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@UTS-CASLab

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

We research: (1) AutoML/AutonoML, (2) Transparent/Explainable AI, and (3) Complex Networked Systems
README.md

Hi there 👋

Welcome to the collaborative space for research of the Complex Adaptive Systems Lab - University of Technology Sydney.

Our Key Research Themes include:

  • Complex Networked Systems – Analysis, Dynamics and Control
  • Autonomous Machine Learning – Beyond Automated Machine Learning and towards General AI
  • Explainable and Transparent AI – Interacting with and Understanding of Natural and Artificial Complex Adaptive Systems

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  1. hyperbox-brain hyperbox-brain Public

    A scikit-learn compatible hyperbox-based machine learning library in Python

    Python 31 2

Repositories

Showing 10 of 14 repositories
  • autonoml-tutorial Public

    This is the repository containing the contents of our Tutorial on AutonoML and Human Roles

    UTS-CASLab/autonoml-tutorial’s past year of commit activity
    HTML 0 Apache-2.0 0 0 0 Updated Sep 17, 2024
  • DT-CNS Public

    A Python Toolbox for Digital Twin-Oriented Complex Networked Systems

    UTS-CASLab/DT-CNS’s past year of commit activity
    Jupyter Notebook 2 GPL-3.0 2 0 0 Updated Sep 7, 2024
  • sps-quality Public

    A project investigating quality-estimation methods and associated uncertainties for single-photon sources (i.e. quantum dots).

    UTS-CASLab/sps-quality’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Jul 29, 2024
  • Disrupt-Criminal-Network Public
    UTS-CASLab/Disrupt-Criminal-Network’s past year of commit activity
    Python 1 0 0 0 Updated Oct 11, 2023
  • hyperbox-brain Public

    A scikit-learn compatible hyperbox-based machine learning library in Python

    UTS-CASLab/hyperbox-brain’s past year of commit activity
    Python 31 GPL-3.0 2 1 0 Updated Jun 12, 2023
  • automlbenchmark Public Forked from openml/automlbenchmark

    OpenML AutoML Benchmarking Framework

    UTS-CASLab/automlbenchmark’s past year of commit activity
    Python 0 MIT 133 0 0 Updated Oct 10, 2022
  • OpenXAI Public Forked from AI4LIFE-GROUP/OpenXAI

    OpenXAI : Towards a Transparent Evaluation of Model Explanations

    UTS-CASLab/OpenXAI’s past year of commit activity
    JavaScript 0 MIT 38 0 0 Updated Aug 16, 2022
  • autoweka Public
    UTS-CASLab/autoweka’s past year of commit activity
    Java 1 GPL-3.0 0 0 0 Updated Aug 4, 2022
  • accelerated-gfmm Public
    UTS-CASLab/accelerated-gfmm’s past year of commit activity
    Python 0 BSD-3-Clause 0 0 0 Updated Jul 7, 2022
  • .github Public
    UTS-CASLab/.github’s past year of commit activity
    0 0 0 0 Updated May 16, 2022
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