Top Machine Learning Algorithms

K-Nearest Neighbors

Implementation Example:

KNN in Python - Simple Practical Implementation - AskPythonHello, readers! In this article, we will be focusing on the Understanding and Implementation of KNN in Python.

K-Nearest Neighbors from Scratch with Python - AskPythonIn this article, we'll learn to implement K-Nearest Neighbors from Scratch in Python. KNN is a Supervised algorithm that can be used for both classification

Relevant reading materials:

Pattern Recognition and Machine Learning (Information Science and Statistics) by Christopher M. Bishop – Chapter 2.5.2. Nearest-neighbor methods (p.124 – p.127)
Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville- Chapter 5.11.2. Local Constancy and Smoothness Regularization

Relevant video lectures:

Andrew Ng’s – Lecture 13.1 – 13.5 Clustering

Page updated

Google Sites

Report abuse