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  • University of Ioannina
  • Ioannina, Greece

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  1. Photodegradation-Kinetics Photodegradation-Kinetics Public

    This project develops a kinetic modeling methodology to study the photodegradation of photoinitiators using UV–vis spectroscopy. By leveraging isosbestic points, it enables the accurate determinati…

    Jupyter Notebook

  2. X-matrix-Back-Propagation X-matrix-Back-Propagation Public

    Jupyter Notebook

  3. Obesity-Level-Classification Obesity-Level-Classification Public

    Jupyter Notebook

  4. Genetic-Algorithms-in-C Genetic-Algorithms-in-C Public

    Implementations of various optimization problems solved using Genetic Algorithms (GA). These problems are inspired by the book "Hands-On Genetic Algorithms with Python" by Eyal Wirsansky, which sol…

    C++

  5. Advanced-Regression-Techniques Advanced-Regression-Techniques Public

    A comprehensive machine learning regression project comparing multiple algorithms to predict residential property prices using the Ames Housing dataset.

    Jupyter Notebook

  6. Dimensionality-Reduction Dimensionality-Reduction Public

    Comprehensive comparison of linear (PCA) and non-linear (Autoencoder) dimensionality reduction techniques on Fashion-MNIST clothing image dataset with evaluation through generation, classification …

    Jupyter Notebook