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@sydney-machine-learning

Machine learning @ Transitional Artificial Intelligence Research Group

We are a group at UNSW School of Mathematics and Statistics focusing on trans-disciplinary Artificial Intelligence research.

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  1. deeplearning_timeseries deeplearning_timeseries Public

    Evaluation of shallow and deep learning models for multi-step-ahead time series prediction

    Jupyter Notebook 56 16

  2. Bayesianneuralnetworks-MCMC-tutorial Bayesianneuralnetworks-MCMC-tutorial Public

    Bayesian neural networks via MCMC: tutorial

    Jupyter Notebook 40 13

  3. airpollution_deeplearning airpollution_deeplearning Public

    Deep learning for prediction of air pollution trend in India

    Jupyter Notebook 37 17

  4. Bayesianneuralnet_stockmarket Bayesianneuralnet_stockmarket Public

    Bayesian neural network with Parallel Tempering MCMC for Stock Market Prediction

    Python 36 15

  5. GANclassimbalanced GANclassimbalanced Public

    GANs for class imbalanced problems

    Scilab 26 6

  6. MEHH_RCPSP MEHH_RCPSP Public

    MAP-Elites Hyper-Heuristic based algorithm for generating schedules for the Resource Constrained Project Scheduling Problem

    Python 25 5

Repositories

Showing 10 of 144 repositories
  • violence-movies Public

    Violence detection in Hollywood movies

    sydney-machine-learning/violence-movies’s past year of commit activity
    HTML 1 0 0 1 Updated Dec 17, 2024
  • sentimentanalysis-sinuphobiaCOVID19 Public

    Sinophobia during COVID19 - Sentiment Analysis

    sydney-machine-learning/sentimentanalysis-sinuphobiaCOVID19’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Nov 18, 2024
  • cyclonedata-SST-GCM Public

    Dataset featuring cyclone with sea-surface temperature (SST) history using general circulation model (GCM)

    sydney-machine-learning/cyclonedata-SST-GCM’s past year of commit activity
    Jupyter Notebook 0 1 0 0 Updated Oct 30, 2024
  • quantiledeeplearning Public

    Quantile Deep learning models for multi-step ahead time series prediction

    sydney-machine-learning/quantiledeeplearning’s past year of commit activity
    Jupyter Notebook 0 1 0 0 Updated Oct 26, 2024
  • Bayesianneuralnetworks-MCMC-tutorial Public

    Bayesian neural networks via MCMC: tutorial

    sydney-machine-learning/Bayesianneuralnetworks-MCMC-tutorial’s past year of commit activity
    Jupyter Notebook 40 13 1 0 Updated Oct 22, 2024
  • pt-bayesian-neuroevolution Public

    Bayesian neuroevolution using distributed swarm optimisation and tempered MCMC

    sydney-machine-learning/pt-bayesian-neuroevolution’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Oct 21, 2024
  • multicriteria-recommendersys Public
    sydney-machine-learning/multicriteria-recommendersys’s past year of commit activity
    Python 0 1 0 2 Updated Oct 14, 2024
  • autoencoders_remotesensing Public

    Dimentionality reduction framework with autoencoders for mineral exploration

    sydney-machine-learning/autoencoders_remotesensing’s past year of commit activity
    Jupyter Notebook 3 2 1 0 Updated Sep 30, 2024
  • audiodescription-abusedetection Public

    Abuse detection in movies using audio description

    sydney-machine-learning/audiodescription-abusedetection’s past year of commit activity
    0 0 0 0 Updated Sep 27, 2024
  • imdb-reviews Public

    Analysis of IMDB review scores using LLMs

    sydney-machine-learning/imdb-reviews’s past year of commit activity
    0 0 0 0 Updated Sep 25, 2024
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