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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

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 Public

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

    Python 33 2

Repositories

Showing 10 of 15 repositories
  • autonoml Public

    A framework for continuous automated machine learning.

    Python 0 0 0 0 Updated Mar 4, 2025
  • hyperbox-brain Public

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

    Python 33 GPL-3.0 2 1 0 Updated Jan 9, 2025
  • autonoml-tutorial Public

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

    HTML 0 Apache-2.0 0 0 0 Updated Nov 25, 2024
  • DT-CNS Public

    A Python Toolbox for Digital Twin-Oriented Complex Networked Systems

    Jupyter Notebook 3 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).

    Python 0 MIT 1 0 0 Updated Jul 29, 2024
  • Python 1 0 0 0 Updated Oct 11, 2023
  • automlbenchmark Public Forked from openml/automlbenchmark

    OpenML AutoML Benchmarking Framework

    Python 0 MIT 138 0 0 Updated Oct 10, 2022
  • OpenXAI Public Forked from AI4LIFE-GROUP/OpenXAI

    OpenXAI : Towards a Transparent Evaluation of Model Explanations

    JavaScript 0 MIT 42 0 0 Updated Aug 16, 2022
  • autoweka Public
    Java 1 GPL-3.0 0 0 0 Updated Aug 4, 2022
  • Python 0 BSD-3-Clause 0 0 0 Updated Jul 7, 2022