Simone Gayed Said's repositories
Optimization-Algorithms
A comparison between implementations of different gradient-based optimization algorithms (Gradient Descent, Adam, Adamax, Nadam, Amsgrad). The comparison was made on some of the most common functions used for testing optimization algorithms.
Conditional-Generation-of-Faces
The aim of this work is to generate new face images similar to training ones (the CelebA dataset) according to user specified attributes. To do that we ended up with an implementation of a Versatile Auxiliary Classifier + GAN.
Present-Wrapping-Problem
CP and SMT model to solve the Present Wrapping Problem (PWP): given a wrapping paper roll of a certain dimen- sion and a list of presents, decide how to cut off pieces of paper so that all the presents can be wrapped. Consider that each present is described by the dimensions of the piece of paper needed to wrap it. Moreover, each necessary piece of paper cannot be rotated when cutting off, to respect the direction of the patterns in the paper.
Simple-Sparsely-Connected-NN
Simple C++ implementation of a sparsely connected multi-layer neural network using OpenMP and CUDA for parallelization.