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  1. SatriaDataBDCNLP SatriaDataBDCNLP Public

    Big Data Challenge project files by Nicholas Andrew's team to classify 8 topics based on twitter comments regarding the 2024 Indonesian election by implementing Natural Language Processing using Te…

    Jupyter Notebook 1

  2. Andrew_ResearchPINN Andrew_ResearchPINN Public

    Bachelor Thesis (Final Grade: 94.3) PINN-based reconstruction of NO₂ and CO air pollution data using diffusion and advection–diffusion PDEs, with a novel Multiple Modes Fourier Features architectur…

    Jupyter Notebook

  3. Machine-Breakdown-Detection_ANAVADataVers19 Machine-Breakdown-Detection_ANAVADataVers19 Public

    This project contains our solution for data science competition on machine breakdown detection, achieving Top 9 (waiting list). Applied Kruskal-Wallis and Chi-Square for non-parametric, VIF for mul…

    Jupyter Notebook

  4. Depression-Diagnostic-Machine-Learning Depression-Diagnostic-Machine-Learning Public

    This project focuses on analyzing and comparing the performance of SVM, Random Forest, and XGBoost in diagnosing depression based on individual data. The evaluation process incorporates Non-Paramet…

    Jupyter Notebook