Matthieu DAVID's Projects
[42 curriculum] Polynomial equation explicit resolution solver. For zeroth, first and second order polynomial equation (+ third order as a bonus) program solver.
"In this project, you will create a virtual “arena” in which programs will fight against one another (the “Champions”). You will also create an assembler to compile those Champions as well as a Champion to show the world that you can create life from coffee." [from 42 subject]
Basic project about logistic regression. The goal is to implement from scratch a One vs All model. [Machine Learning] + [Supervised Learning] + [One vs All model]
Projet graphique permettant de représenter le maillage en fils de fer d'un terrain en 3D. Graphical project. The program represents the wire mesh of 3D map.
Fillit est un projet permettant de découvrir et/ou de vous familiariser avec une problématique récurrente en programmation via la manipulation de tetriminos.
Ce projet consiste à créer un petit logiciel d’exploration fractale.
(42 project) This project will be your first steps into AI and Machine Learning. You're going to start with a simple, basic machine learning algorithm. You will have to create a program that predicts the price of a car by using a linear function train with a gradient descent algorithm.
Qu'il s'agisse d'un fichier, de l'entrée standard, ou même plus tard d'une connexion réseau, vous aurez toujours besoin de lire du contenu ligne par ligne. Il est donc temps de vous attaquer à cette fonction, indispensable pour un certain nombre de vos prochains projets.
Gomoku is a game which is played on Go board. The objectives of the project is to develop an agent capable to beat human player. Across the project we tackle minimax algo, heuristic function, optimization and user interface.
In the 42 curriculum we have the opportunity to perform one (or two) internship. This repository contains a part of the work realised during the 6 months in Natixis Bank in the Antifraud team.
Algorithm project approaching graph theory by treating maximum flow problem
Implentation d'un certain nombre de fonctions de la librairie C standard, ainsi que d'autres fonctions utilitaires qui seront réutilisées qu sein d'autres projets de 42.
[42 curriculum] One week to learn basics in Machine Learning! 🤖 (well, as one of the authors, It was just to get the XP because the pedago of 42Paris was too slow to give it to me). This project is a Machine Learning bootcamp created by 42 AI.
Project push_swap
Inspired by Wolfenstein famous game from the 90's. The goal is to be able to represent a dynamic view inside a maze using ray-casting method.
Project realised during the hackathon organised by Aligment Jams hosted by Cooperative AI Foundation and Apart Research with Lewis Hammond and Esben Kran.
Tools for studying developmental interpretability in neural networks.
Based one the paper "Discovering Latent Knowledge in Language Models without supervision" this project discuss ...
Notes and certificates about the MOOC Deep learning specialization of Standford / Deeplearning.ai
Reimplementation of the interpretability tools describe in **Goal Misgeneralization in Deep Reinforcement Learning** (https://arxiv.org/pdf/2105.14111.pdf)
Subject of the hackathon 42
Modélisation ab-initio des processus de diffusion lors de la croissance des films minces de nitrures métalliques: TiN et AlN
A set of notes, in the form of a simple Github Pages site, which will serve as a complete crash course on the various areas of mathematics essential to understanding machine learning.
[42 curriculum] The goal of this module is to get started with the basics of linear regression. You will study, in the field of machine learning, what we call an hypothesis, cost function, gradient descent and some notions of feature scaling.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent