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1. knn_from_scratch knn_from_scratch Public

   A K Nearest Neighbors classifier compared to scikit-learn's KNN classifier fit to the Dry Bean dataset.

   Jupyter Notebook

2. linear_regression_from_scratch linear_regression_from_scratch Public

   Linear regression model from scratch and compared against Ordinary Least Squares and Scikit learn's Linear Regression model.

   Jupyter Notebook

3. mlp_from_scratch mlp_from_scratch Public

   A multi layer perceptron trained on Cencus Income dataset using mini batch gradient descent.

   Jupyter Notebook

4. k_means_from_scratch k_means_from_scratch Public

   A K-means clustering classifier built from scratch (no numpy or sk).

   Jupyter Notebook

5. naive_bayes_from_scratch naive_bayes_from_scratch Public

   An implementation of a Naive Bayes Classifier from scratch on the Mushroom UCIML repository.

   Jupyter Notebook

6. ballharbor ballharbor Public

   A search engine for NBA plays.

   Python