TristanLecourtois

tristanlecourtois's repositories

NL2SQL

Text2SQL project comparing different LLM models

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endodetect-based-on-symptoms

This repository focuses on using machine learning (ML) to develop a self-diagnostic endometriosis tool based solely on patient-reported symptoms

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This repository contains a language model centered around characters, trained on a dataset comprising the works of Shakespeare. The architecture of the model is constructed using the Transformer framework and is implemented using PyTorch.

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MNIST_Classfication_From_Scratch

This project implements a neural network from scratch within a Jupyter notebook to classify handwritten digits from the MNIST dataset.

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ShoesApp

Developed a React Native shoe sales application during the lockdown as a project to learn JavaScript.

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Travelling-salesman-problem

Study and comparison of approximate solution methods, with proposal of a metaheuristic based on swarm intelligence concepts to find good approximate solutions in a reasonable time.

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TristanLecourtois.github.io

This is my portfolio

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ASCON128

Simplified version of the ASCON128 encryption algorithm coded in SystemVerilog

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Iris_classification

This project demonstrates the application of machine learning in classifying iris flowers. It serves as an accessible introduction to data science and classification methods with a Jupyter Notebook.

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mars-crater-detection

Implementing YOLO8 to detect craters on Mars

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Spam_detection

This project aims to develop a spam detection using Scikit-learn. I compared different ML model among Random Forest, Logistic Regression, Naives Bayes and RNN

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tristanlecourtois

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