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, 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.

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thoughts

Why I am a good engineer

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What makes a good engineer? So many of us want to be better at something, because we want to be valuable and be part of something that matters to us. We sharpen our skills to stand out, to be that hero.

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Ruby, Python

Localization Code from Python to Ruby

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I am taking Artificial Intelligence for Robotics this semester. This week we went over probability, bayes rule, localization, and some liner algebra.