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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 58 17

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

    Bayesian neural networks via MCMC: tutorial

    Jupyter Notebook 53 13

  3. Bayesianneuralnet_stockmarket Bayesianneuralnet_stockmarket Public

    Bayesian neural network with Parallel Tempering MCMC for Stock Market Prediction

    Python 39 15

  4. airpollution_deeplearning airpollution_deeplearning Public

    Deep learning for prediction of air pollution trend in India

    Jupyter Notebook 37 17

  5. GANclassimbalanced GANclassimbalanced Public

    GANs for class imbalanced problems

    Scilab 28 7

  6. deeplearning-crypto deeplearning-crypto Public

    Evaluation of novel deep learning models for cryptocurrency price forecasting

    Python 26 11

Repositories

Showing 10 of 149 repositories
  • crater-identification Public

    Deep learning for crater identification

    sydney-machine-learning/crater-identification’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Apr 23, 2025
  • LLM-moviereviews Public

    An evaluation of LLMs for generating movie reviews

    sydney-machine-learning/LLM-moviereviews’s past year of commit activity
    Python 0 0 0 0 Updated Apr 23, 2025
  • mars-minerals Public

    Deep learning for Mars spatial distribution of minerals

    sydney-machine-learning/mars-minerals’s past year of commit activity
    Python 0 0 0 0 Updated Apr 22, 2025
  • LLMs-translation Public

    Comparision of translation by GPT with Google Translate for selected Indian texts

    sydney-machine-learning/LLMs-translation’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Apr 7, 2025
  • plot-examples Public

    Plotting tutorial with examples

    sydney-machine-learning/plot-examples’s past year of commit activity
    Python 0 0 0 0 Updated Apr 1, 2025
  • cyclone_deeplearning Public

    Data augmentation-based deep learning framework for cyclone rapid intensification prediction

    sydney-machine-learning/cyclone_deeplearning’s past year of commit activity
    Jupyter Notebook 2 1 0 0 Updated Mar 17, 2025
  • sentimentanalysis-Hollywood Public

    Sentiment Analysis of Hollywood movie scripts

    sydney-machine-learning/sentimentanalysis-Hollywood’s past year of commit activity
    Python 2 0 0 0 Updated Mar 2, 2025
  • deeplearning_alteration_zones Public

    Deep learning and remote sensing for mapping alteration zones

    sydney-machine-learning/deeplearning_alteration_zones’s past year of commit activity
    Jupyter Notebook 4 3 0 0 Updated Feb 27, 2025
  • cyclonedatasets Public

    Cyclone datasets

    sydney-machine-learning/cyclonedatasets’s past year of commit activity
    R 2 1 0 0 Updated Feb 27, 2025
  • audiodescription-abusedetection Public

    Abuse detection in movies using audio description

    sydney-machine-learning/audiodescription-abusedetection’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Feb 25, 2025
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