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cifar10-cnn

Introduction to Convolutional Neural Network (CNN) and investigating the effects of its parameters on how the network works

evolutionary-algorithms-from-scratch

Implementation of Evolution Strategies (ES), Particle Swarm Optimization (PSO) and Differential Evolution (DE) from scratch

git-ninjas

This repo is about our Practical Git course, and contains a list of users that successfully finished the course.

gradient-descent-from-scratch

Investigating Gradient Descent behavior in linear regression

improved-dbscan

DBSCAN improvement so that the algorithm works well with data with different densities

mlp-from-scratch

Classification using a Multi-Layer Perceptron neural network from scratch

modified_shemo

A modification on the Sharif Emotional Speech Database

optimization-and-regularization-from-scratch

Implementation of optimization and regularization algorithms in deep neural networks from scratch

pdf2text

shemo

Sharif Emotional Speech Database

shemo-svm

Implementation of a Persian Speech Emotion Recognition system with SVM model, based on the ShEMO paper