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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

   Python 1 1

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