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  1. nonlinear_svm nonlinear_svm Public

    In this project I developed a program that generates nonlinearly separable data. This data is mapped into a higher dimension using a kernel trick where the data becomes linearly separable

    Python 1

  2. MST-Image-Segmentation MST-Image-Segmentation Public

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  3. perceptron-THB perceptron-THB Public

    I implemented the perceptron learning algorithm to differentiate between Thai currency, specifically Thai coins.

    Python

  4. gender-classifier gender-classifier Public

    A quick implementation of KNN in Julia with no libraries used to classify men and women given height and weight.

    Julia

  5. Optimization Optimization Public

    A website I created giving a brief overview of mathematical optimization techniques. These techniques can be useful in understanding the intuition behind machine learning algorithms.

    HTML

  6. spam-classifier spam-classifier Public

    I implemented the PLA algorithm from scratch and used it to build a web application that classifies text as either SPAM or HAM.

    JavaScript