namanr17/machine-learning

Contains various machine learning algorithms and their implementations.

Implementation of classical ML Algorithms from scratch

A collection of various machine learning algorithms implemented from scratch in Python.

• Gradient Descent Algorithm
• Stochastic Gradient Descent
• K-Nearest Neighbours
• Perceptron Algorithm
• Metropolis Hastings Algorithm
• Kernelized K-Means Algorithm