/pattern-recognition-labs

A collection of pattern recognition algorithms (mostly vectorized implementations using numpy)

Primary LanguageJupyter Notebook

Pattern Recognition Labs

a1 - Code for kNN classifier, minimum Euclidean distance classifier, and general Euclidean distance classifier

a2 - Parametric Estimations

a3 - Non-Parametric Estimation and K-means clustering

a4 - CNNs and MLPs

Author: Cooper Ang
Coursework for SYDE 572 (Introduction to Pattern Recognition)