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Muhammad Ahmed's Projects

cur-decomposition- icon cur-decomposition-

Vanilla implementation of CUR Matrix Decomposition: In this example it is used to fill in missing values from your data, the data could be sensor data or anything you can imagine :)

graphs-are-fun icon graphs-are-fun

This repo contains a jupyter notebook implementing some basic Graph theory concepts, it is by no means a comprehensive repo. Just a slight peak into the world of graphs.

hard-thresholding icon hard-thresholding

The Method implemented here is Hard Thresholding by Matan Gavish and David L. Donoho in their paper called, "The Optimal Hard Threshold for Singular Values is 4/√3 " please read that.

image-processing- icon image-processing-

This repo contains some basic implementations of different image processing techniques using python famous frameworks. [It is a work in progress i will upload as i learn new techniques]

me462_robolaunch icon me462_robolaunch

This repository contains the project files for ME462 course at Middle East Technical University

mpi- icon mpi-

This Repository is illustration of some basic MPI operations

random_square_generator icon random_square_generator

It creates a Random Square given a corner coordinate of the square, one corner of squaer is always at the origin

spectral-clustering icon spectral-clustering

This jupyter Notebook gives an insight in implementation of Spectral Clustering, it is still a work in progress...

vanilla-kmeans icon vanilla-kmeans

This repo implements vanilla Kmeans on 2 distinct clusters. The purpose to create this repo was to implement K Means from the ground up. Generate my own data and perform clustering on it.

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