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Bourhan Dernayka's Projects

deepneuralnetworks icon deepneuralnetworks

This repository contains a Python implementation of restricted Boltzmann machines, deep belief networks, and deep neural networks. It is a group project for Deep Learning II course throughout Master 2 Data Science at Ecole Polytechnique.

lectures-labs icon lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

llmtune icon llmtune

4-Bit Finetuning of Large Language Models on One Consumer GPU

machinelearningsummerwork icon machinelearningsummerwork

This repo contains some of the basic ML principles, and is intended to be a summer preparation for my final year of studies in Data Science.

magiskonwsa icon magiskonwsa

Integrate Magisk root and Google Apps (OpenGApps) into WSA (Windows Subsystem for Android)

openshift-voting-app icon openshift-voting-app

An example Docker Compose app launched on openshift platform, combining multiple microservices in one application.

personalwebsite icon personalwebsite

This is the repo for my personal website, including my info, my education, my activities, and things I find interesting.

perturbedstructuredpredictorsdirect icon perturbedstructuredpredictorsdirect

This is the official implementation of the bipartite matching experiment from the paper "Learning Randomly Perturbed Structured Predictors for Direct Loss Minimization".

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