Homework code for a machine learning course. We implemented several different models from scratch, and tested them on a dataset. Here are the topics for the homeworks:
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$k$ -Nearest Neighbors - Decision Trees (ID3) and Random Forest
- Perceptron and Neural Network with 1 Hidden Layer