boubnanm

Deep-Reinforcement-Learning-applied-to-DOOM

DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM

Handwritten-Text-Generation

Handwriting Generation using multi layer LSTM Mixture Density Network with Pytorch

Kaggle-Bird-Classification

In-Class Kaggle competition on a subset of the Caltech-UCSD Birds-200-2011 bird dataset. Rank : 4th

Probabilistic-Context-Free-Grammar-Parser

A Probabilistic Context Free Grammar Parser for French based on CYK algorithm

Reinforcement-Learning-Assignments

Assignments for Reinforcement Learning 2018/2019 class of the ENS MVA Master. Professors : Alessandro Lazaric and Matteo Pirotta

Advanced-Machine-Learning-Assignments

Assignments for the Advanced Machine Learning course, covering various important topics of machine learning. Professors : Frederic Pascal & Emilie Chouzenoux

boubnanm.github.io

Computer-Vision-Object-Recognition

Some assignments for computer vision & object recognition. Professors : Cordelia Schmid, Jean Ponce, Josef Sivic, Ivan Laptev.

Deep-Learning-Assignments

Assignments for Deep Learning 2018/2019 class of the ENS MVA Master. Professors : Vincent Lepetit

Optimization-Assignments

Some interesting continuous and discrete optimization problems.

Probabilistic-Graphical-Models

Various labs designed to answer mathematically to different machine learning problems. Professors : Francis Bach, Nicolas Chopin

boubnanm