Popular GitHub Repositories for Principal Component Analysis

Synthesis of individualized HRTFs based on Neural Networks, Principal Component Analysis and anthropometry

Implementation of Machine Learning Algorithms

Image Classification with Perceptron and LDA and PCA dimension reduction

Python package that implements Eigenfaces to build a face recognition database. It supports interaction with the webcam.

Discovering Universal Geometry in Embeddings with ICA (Published in EMNLP 2023)

Efficient non-linear PCA through kernel PCA with the Nystr?m method

Anomaly detection on a production line using principal component analysis (PCA) and kernel principal component analysis (KPCA) *from scratch*.

This repository contains Python Implementation of certain programming assignments of Andrew Ng’s Machine Learning Course on Coursera, created by Stanford University.

Telecom Churn Prediction using Machine Learning models

Using Machine Learning to find people with similar personalities & interest for matchmaking

STAT 154: Modern Statistical Prediction and Machine Learning

? End-to-end NLP and data visualization pipeline of the text from a machine learning textbook.

An investigation on the fundamental machine learning (computer vision) algorithms with the famous MNIST dataset.