azoulais's repositories
OSR-SiameseNetwork-GMDL-PROJ
Tackling the Open Set Recognition problem(OSR) using Siamese networks.
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.
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.
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.
Open-Set-Recognition
Open Set Recognition
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.
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.
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.