Author: Zimeng Qiu, [email protected]
Written classical machine learning algorithms from scratch.
This repository stores my code for CMU course 18-661 Introduction to Machine Learning for Engineers, taught by Virginia Smith and Carlee Joe-Wong.
Classcial machine learning algorithms implemented:
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Ridge Regression
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Batch Gradient Descent for Logistic Regression
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Linear SVM (soft margin)
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Neural Network (1 hidden layer)