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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 55 17

  2. airpollution_deeplearning airpollution_deeplearning Public

    Deep learning for prediction of air pollution trend in India

    Jupyter Notebook 33 16

  3. Bayesianneuralnet_stockmarket Bayesianneuralnet_stockmarket Public

    Bayesian neural network with Parallel Tempering MCMC for Stock Market Prediction

    Python 31 15

  4. GANclassimbalanced GANclassimbalanced Public

    GANs for class imbalanced problems

    Scilab 24 6

  5. Bayesianneuralnetworks-MCMC-tutorial Bayesianneuralnetworks-MCMC-tutorial Public

    Bayesian neural networks via MCMC: tutorial

    Jupyter Notebook 24 8

  6. MEHH_RCPSP MEHH_RCPSP Public

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

    Python 21 5

Repositories

Showing 10 of 137 repositories
  • translationanalysis-Mandarin Public

    Translation analysis of selected Mandarin texts using sentiment and sentiment analyses

    sydney-machine-learning/translationanalysis-Mandarin’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jul 1, 2024
  • sentimentanalysis-movieuserrating Public

    Sentiment analysis for movie user rating

    sydney-machine-learning/sentimentanalysis-movieuserrating’s past year of commit activity
    0 0 0 0 Updated Jul 1, 2024
  • translationanalysis-Georgianlanguage Public

    Translation analysis using sentiment and semantic analysis for Georgian language

    sydney-machine-learning/translationanalysis-Georgianlanguage’s past year of commit activity
    0 0 0 0 Updated Jun 27, 2024
  • COVID19-antivaccine-sentimentanalysis Public

    Humanoid robot expression using deep sentiment analysis

    sydney-machine-learning/COVID19-antivaccine-sentimentanalysis’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Jun 22, 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
    0 0 0 0 Updated Jun 22, 2024
  • MaDaGAsCaR Public
    sydney-machine-learning/MaDaGAsCaR’s past year of commit activity
    0 0 0 0 Updated Jun 13, 2024
  • neuraloperator-timeseriesforecasting Public

    Neural operator time series forecasting

    sydney-machine-learning/neuraloperator-timeseriesforecasting’s past year of commit activity
    Python 0 0 0 0 Updated Jun 13, 2024
  • GANevaluation Public

    Evaluation of GANs via dimentionality reduction methods

    sydney-machine-learning/GANevaluation’s past year of commit activity
    Python 0 0 0 0 Updated Jun 13, 2024
  • sentimentanalysis-COVID19news Public

    Sentiment Analysis of selected news articles pre and during COVID-19 pandemic

    sydney-machine-learning/sentimentanalysis-COVID19news’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jun 11, 2024
  • deeplearning-crypto Public

    Evaluation of novel deep learning models for cryptocurrency price forecasting

    sydney-machine-learning/deeplearning-crypto’s past year of commit activity
    Python 9 5 0 0 Updated Jun 6, 2024
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