Muhammad Naeem's repositories
Principal-Component-Analysis-for-Binary-Classification
Implemented Principal Component Analysis and regenerate Figures 12.3, 12.4 and 12.5 from Bishop's book.
Multiclass-Logistic-Regression-classifier
Implementation of a multiclass Logistic Regression classifier and train it using SGD to recognize hand-written digits from the MNIST dataset.
Principal-Component-Analysis-for-classification
Implement Principal Component Analysis for classification and use it to recognise hand-written digits from the MNIST dataset.
House-Allotment-Management-System
House Allotment Management System
identity-frontend
A simple react + express card portfolio progressive web app
IRLS-algorithm-for-logistic-regression
Implementation of a binary Logistic Regression classifier and train it using the IRLS algorithm to recognize hand-written digits for 2 classes from the MNIST dataset.
machineLearning
if you are curious about building intelligent machines based on biological computation principles see
Multi-Layer-Convolutional-Neural-Networks
Implementation of Convolutional Neural Network for classification and train it to recognize hand-written digits from the MNIST dataset.
Neural-Networks-Backpropagation-algorithm-for-MLP
Implemented the backpropagation algorithm for MLP training and regenerated Figure 5.3 from Bishop's book.
nodejs-microservices
Quickly iterating through multiple microservicces
WPF-Samples
Repository for WPF related samples
You-Dont-Know-JS
A book series on JavaScript. @YDKJS on twitter.