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advanced-machine-learning-assignments

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

boubnanm

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

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

optimization-assignments

Some interesting continuous and discrete optimization problems.

probabilistic-context-free-grammar-parser

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

probabilistic-graphical-models

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

reinforcement-learning-assignments

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