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

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

UTS-CASLab

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

Location:Sydney, Australia

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

hyperbox-brain

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

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DT-CNS

A Python Toolbox for Digital Twin-Oriented Complex Networked Systems

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AutoML-Tutorial

This site provides necessary documents for an AutoML Tutorial

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automlbenchmark

OpenML AutoML Benchmarking Framework

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CD_Diagram

This repository contains Matlab functions to draw Critical Difference (CD) Diagram using the Nemenyi post-hoc test

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EntityEmbedding4GP

Gaussian Process models with entity embedding vectors for bioprocess data

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OpenXAI

OpenXAI : Towards a Transparent Evaluation of Model Explanations

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sps-quality

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

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autofeat

Linear Prediction Model with Automated Feature Engineering and Selection Capabilities

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