Anthony Lee
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Anthony Lee

I love to code and better the world. Graduate student at Georgia Tech specializing in Machine Learning.


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Machine Learning

Introduction to Machine Learning Talk

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Teaching is the best way for me to learn something. I wanted to get better at Machine Learning so I decided to submit a talk to a local Ruby meetup here in Fort Worth, Texas.

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Machine Learning, Linear Algebra, Ruby

Matrix with Ruby

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While doing math in Ruby is little more challenging than Python or R, it is still my favorite language! Here is how we create simple matrix with Ruby with matrix class and do a simple multiplication.

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machine learning, python

Entropy Equation in Python

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In decision tree the ID3 algorithm uses entropy to calculate the homogeneity of a sample.

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machine learning, python

kNN(k Nearest Neighbors) Algorithm

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kNN is one of the algorithm used for classification and regression in Supervised Learning. It is regarded as one of the simplest machine learning algorithm.

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ruby, python

Kalman Filter

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One of the things I am learning this semester in AI for Robotics is Kalman Filter. To understand the mathematics better, I coded both in Python and Ruby.