azoulais

Config files for my GitHub profile.

contact-tracing-simulation-spl-ass1

A program that simulates a contact tracing system. The goal of the assignment was to apply our knowledge in memory management in the cpp environment

course-registration-system-spl-ass3

A basic server-client system for courses registration. In this assignment we have implemented a server based on the reactor design pattern and the encoder-decoder model. Our server is built in java and the client side is built in cpp.

dh-occupations-throughout-history

facial-expression-recognition-dl-ass1

Working with the FER2013 dataset, the goal of this assignment was to empirically see and understand the impact of different architectures and hyper-parameters on prediction over the dataset.

mnist-classification-knn-inabd-ass1

An implementation of the KNN algorithm for digits classification on the MNIST database.

mnist-classification-logistic-regression-opti-ass3

An implementation of binary classification for distinguishing between the digits 0/1 and 8/9. Cost function minimization was applied using Gradient Descent and the Exact Newton methods.

open-set-recognition

Open Set Recognition

osr-siamesenetwork-gmdl-proj

Tackling the Open Set Recognition problem(OSR) using Siamese networks.

star-wars-spl-ass2

A simulation of concurrent attacks aspired by Star Wars. The goal of this assignment was to practicaly implement our theoretical knowledge of concurrency and multithreading.

travelling-salesman-problem-intro-ass2

In this assignment we can see an algorithmic implementation for solving the famous "Travelling Salesman Problem". This implementation uses a SAT reduction and solves it using a given SAT solver.

vaccine-distribution-center-databse-spl-ass4

A database for managing covid-19 vaccines in a distribution center. In this assignment we have implemented the persistance pattern we have learned using python and sqlite3.