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clustering-algorithms

Evaluation of three Clustering Algorithms on three different data distributions.

gans

This repo is a survey of different GAN architectures which are implemented in PyTorh or Tensorflow.

genetic-algorithms-for-cloud-task-scheduling-in-python

Here is an implementation of a modified genetic algorithm for cloud task scheduling based on a paper, as part of my class assignment.

iris-classification

This is the first Supervised Learning project that I have done! :)

linear-algebra

machine-learning-algorithms-from-scratch-and-not

mahdis-repo

About me!

mahdis-repo.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

mnist-classification-supervisedlearning

This is a Supervised Learning project which aims to Classify digits. I took two different approaches, first using ANNs and second, using CNNs.

neural-style-transfer

Neural Style Transfer is the most fun introduction to generative AI in which we create (generate) a new image based on two other images: the content image + the style image.

nsga-2-for-feature-selection

Implementation of NSGA-2, a multi-objective optimization algorithm for feature selection in Python.

optimization-algorithms

Three optimization methods are implemented in this notebook, and since optimizing a function is an iterative process, three step methods are implemented as options as well.

queue-simluation

Implementation of a non-priority and a priority queue in python. This a Discrete Event System Simulation and Modeling project.

self-supervised-learning

Self-Supervised learning, filling in missing information in order to obtain a world-model and understanding what should be where, the very thing we humans learn to do from a very young age.

vae