Nicolas Bourriez's repositories
graph-attention-networks
Graph Attention Networks (GAT) used on Protein-Protein Interaction (PPI) dataset for multiclass classification task
data-scraping-is-fun
Scraps online data from cloths sellers (type, price, picture, color, brandname) to build a machine learning dataset
rl-predictive-maintenance
Reinforcement Learning applied on predictive maintenance & machine replacement usecase
rust-image-encryptor
Image Encryptor written in Rust
wheat-yield-forecasting
Wheat Yield & Production Forecasting using Time-Series analysis.
automatic-email-sender
A Python program designed to perform a massive email campaign. Takes a .csv file in input as a database (email addresses, names, surnames,...) and "personalize" each email depending on this db.
captcha-breaker
Repository to break CAPTCHA images using traditional Computer Vision algorithmes
genetic-algorithm
Modular genetic algorithm in Rust for combinatorial optimization
gridworld_rl
Reinforcement learning (using Dynamic Programming) applied on simple Gridworld model
cs_maths_machine_learning
Repo to store mathematical assignments tests from Machine Learning lecture given by CentraleSupélec
EDA-Kaggle-Credit-Default-Risk
Exaustive Data Analysis + Predictive Deep Learning Model (NN) used for a Kaggle data science competition.
fb-autotagger
A Python program using selenium to tag your friends in Facebook comments infinitely. Shotgun successes guaranteed :)
flappy-bird-rl
Reinforcement Learning algorithms applied on simple Flappy Bird game
GradCAM
Implementation of own GradCAM from scratch to visualize CNN attention (i.e class activations)
shotgun-program
A program that allows you to shotgun faster via your terminal
stochastic-optim-electricity-grid
Stochastic Optimization project to minimize cost of electricity power generation in uncertain demand conditions
stochastic-optim-network-design
Stochastic Optimization project that relies on minimizing networks designing cost
UnetResnet-Pytorch
UnetResnet built from scratch in Pytorch to perform sUAV images segmentation
vehicle-detection-computer-vision
Vehicle Detection using traditional Computer Vision techniques
whats-my-aircraft
REST API dockerized for Aircraft Detection
xlora
X-LoRA: Mixture of LoRA Experts