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@sydney-machine-learning Machine learning @ Transitional Artificial Intelligence Research Group

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    162 repositories

    • violence-movies

      Public
      Violence detection in Hollywood movies
      Jupyter Notebook
      •1•3•0•0•Updated May 2, 2026May 2, 2026

    • translation-Europeanlanguages

      Public
      LLM Translation analysis for selected European languages
      Jupyter Notebook
      •0•1•0•0•Updated May 1, 2026May 1, 2026

    • contractions-religioustexts

      Public
      LLMs and language models for contraction study of selected religious texts: Bible and Gita
      0•0•0•0•Updated Apr 22, 2026Apr 22, 2026

    • crater-identification

      Public
      Deep learning for crater identification
      Jupyter Notebook
      •1•4•0•0•Updated Apr 17, 2026Apr 17, 2026

    • LLM-mathematics

      Public
      Evaluation of LLMs for mathathematical problem solving
      Python
      •0•0•0•0•Updated Apr 8, 2026Apr 8, 2026

    • ensemble-learning-tutorial

      Public
      Tutorial comparing ensemble learning: bagging and boosting methods
      Jupyter Notebook
      •0•0•0•0•Updated Apr 7, 2026Apr 7, 2026

    • Bayes_MICE

      Public
      Python
      •0•0•0•0•Updated Apr 7, 2026Apr 7, 2026

    • IMDb-movies-reviews

      Public
      Code and data for IMDb movie review sentiment analysis using LLMs.
      Python
      •0•0•0•0•Updated Mar 26, 2026Mar 26, 2026

    • plot-examples

      Public
      Plotting tutorial with examples
      Python
      •0•0•0•0•Updated Mar 24, 2026Mar 24, 2026

    • Bayesian-MICE

      Public
      Python
      •0•0•0•0•Updated Jan 26, 2026Jan 26, 2026

    • politicalbias-LLMs

      Public
      LLMs for detection of political bias in Western media sources
      Python
      •0•0•0•0•Updated Dec 14, 2025Dec 14, 2025

    • airpollution_deeplearning

      Public
      Deep learning for prediction of air pollution trend in India
      Jupyter Notebook
      •17•39•2•0•Updated Dec 1, 2025Dec 1, 2025

    • ease-of-living-index

      Public
      Machine learning based Ease of Living Index
      Jupyter Notebook
      •0•0•0•0•Updated Nov 27, 2025Nov 27, 2025

    • remotesensing-SOM

      Public
      SOM-based unsupervised learning for remote sensing mineral prospectivity
      Jupyter Notebook
      •0•0•0•0•Updated Nov 26, 2025Nov 26, 2025

    • political-bias-media

      Public
      Political Bias in Western Media
      0•0•0•0•Updated Nov 11, 2025Nov 11, 2025

    • quantiledeeplearning

      Public
      Quantile Deep learning models for multi-step ahead time series prediction
      Jupyter Notebook
      •4•6•0•0•Updated Oct 28, 2025Oct 28, 2025

    • audiodescription-abusedetection

      Public
      Abuse detection in movies using audio description
      Jupyter Notebook
      •0•0•0•0•Updated Oct 21, 2025Oct 21, 2025

    • forcastingextremes-dataaugmentation

      Public
      Forecasting extremes with data augmentation and deep learning
      0•0•1•0•Updated Oct 2, 2025Oct 2, 2025

    • mars-minerals

      Public
      Deep learning for Mars spatial distribution of minerals
      Python
      •0•1•0•0•Updated Sep 20, 2025Sep 20, 2025

    • GANevaluation

      Public
      Evaluation of GANs via dimentionality reduction methods
      Python
      •0•0•0•0•Updated Jun 22, 2025Jun 22, 2025

    • cyclonedata-SST-GCM

      Public
      Dataset featuring cyclone with sea-surface temperature (SST) history using general circulation model (GCM)
      Python
      •1•1•0•0•Updated Jun 5, 2025Jun 5, 2025

    • LLM-moviereviews

      Public
      An evaluation of LLMs for generating movie reviews
      Python
      •1•1•0•0•Updated Jun 3, 2025Jun 3, 2025

    • cyclone_deeplearning

      Public
      Data augmentation-based deep learning framework for cyclone rapid intensification prediction
      deep-learninggenerative-adversarial-network
      deep-learninggenerative-adversarial-network
      Jupyter Notebook
      •2•2•0•0•Updated May 27, 2025May 27, 2025

    • US-politicalspeechanalysis

      Public
      United States Presidential Election political speech analysis
      0•0•0•0•Updated May 16, 2025May 16, 2025

    • LLMs-translation

      Public
      Comparision of translation by GPT with Google Translate for selected Indian texts
      Jupyter Notebook
      •0•0•0•0•Updated May 12, 2025May 12, 2025

    • sentimentanalysis-Hollywood

      Public
      Sentiment Analysis of Hollywood movie scripts
      Python
      •2•2•0•1•Updated Mar 2, 2025Mar 2, 2025

    • deeplearning_alteration_zones

      Public
      Deep learning and remote sensing for mapping alteration zones
      Jupyter Notebook
      •6•4•1•0•Updated Feb 27, 2025Feb 27, 2025

    • cyclonedatasets

      Public
      Cyclone datasets
      R
      •1•2•0•0•Updated Feb 26, 2025Feb 26, 2025

    • autoencoders_remotesensing

      Public
      Dimentionality reduction framework with autoencoders for mineral exploration
      Jupyter Notebook
      •3•16•1•0•Updated Feb 23, 2025Feb 23, 2025

    • spatiotemporal-imputation

      Public
      Spatiotemporal data imputation
      0•0•0•0•Updated Feb 22, 2025Feb 22, 2025
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