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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 15

  2. airpollution_deeplearning airpollution_deeplearning Public

    Deep learning for prediction of air pollution trend in India

    Jupyter Notebook 34 16

  3. Bayesianneuralnet_stockmarket Bayesianneuralnet_stockmarket Public

    Bayesian neural network with Parallel Tempering MCMC for Stock Market Prediction

    Python 33 15

  4. Bayesianneuralnetworks-MCMC-tutorial Bayesianneuralnetworks-MCMC-tutorial Public

    Bayesian neural networks via MCMC: tutorial

    Jupyter Notebook 29 12

  5. MEHH_RCPSP MEHH_RCPSP Public

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

    Python 25 5

  6. GANclassimbalanced GANclassimbalanced Public

    GANs for class imbalanced problems

    Scilab 24 6

Repositories

Showing 10 of 142 repositories
  • sentimentanalysis-Hollywood Public

    Sentiment Analysis of Hollywood movie scripts

    sydney-machine-learning/sentimentanalysis-Hollywood’s past year of commit activity
    Python 0 0 0 0 Updated Sep 19, 2024
  • 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 Sep 18, 2024
  • multicriteria-recommendersys Public
    sydney-machine-learning/multicriteria-recommendersys’s past year of commit activity
    Python 0 0 0 1 Updated Sep 14, 2024
  • antisemitism-analysis- Public

    Large Language Models for Anti-Semitism analysis on X (Twitter) before and during Israel-Hamas War

    sydney-machine-learning/antisemitism-analysis-’s past year of commit activity
    0 0 0 0 Updated Aug 24, 2024
  • Babylonian-Tablets Public

    Deep learning and image processing models for analysis of Babylonian Tablets

    sydney-machine-learning/Babylonian-Tablets’s past year of commit activity
    0 0 0 0 Updated Aug 23, 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
    Jupyter Notebook 0 0 0 0 Updated Aug 13, 2024
  • violence-movies Public

    Violence detection in Hollywood movies

    sydney-machine-learning/violence-movies’s past year of commit activity
    Jupyter Notebook 0 0 0 1 Updated Aug 13, 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 0 0 0 Updated Aug 9, 2024
  • sentimentanalysis_bhagavadgita Public

    Sentiment analysis translations of the Bhagavad Gita

    sydney-machine-learning/sentimentanalysis_bhagavadgita’s past year of commit activity
    Jupyter Notebook 7 4 0 0 Updated Aug 6, 2024
  • pingala Public

    Pingala: Bayesian inference library for deep learning and geoscientifc models

    sydney-machine-learning/pingala’s past year of commit activity
    Jupyter Notebook 1 1 0 1 Updated Jul 25, 2024
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