Logistic Regression & Perceptron Classifiers

Original logistic regression and perceptron classifiers built from scratch. The logistic regression classifier leverages cross-entropy loss for optimization, while the perceptron classifier uses smooth ReLU activation. Both models were implemented without ML libraries to build deep understanding of the underlying mathematics.