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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. CNN-for-Oral-Lesion-Classification CNN-for-Oral-Lesion-Classification Public

    In this paper I introduce a new oral lesion database that I created by scraping Images from research papers and dentists online. Next, I showcase a novel method for generating NxN pixel samples fro…

    Python 1

  3. MST-Image-Segmentation MST-Image-Segmentation Public

    Python 1 1

  4. perceptron-THB perceptron-THB Public

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

    Python

  5. 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

  6. 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