Raphael Attias's Projects
This repository contains the code and report of the Final Project of Optimization for Machine Learning (CS-439) course at EPFL during Spring term 2021.
Full analysis and data story of Apple Stock market, QuoteBank dataset for ADA class 2021
Bert implementation, finetuning and deployment for Sentimental Analysis. The model has been finetuned on the iMDB dataset to predict the sentiment of a quote, and the deployment can be done using Flask to build an API.
Born out of hospital data alysis
Deep Learning for predicting outcomes of patient with lung adenocarcinoma cancer.
Reinforcement Learning project in gym environnement for the class CS-456
Projet de programmation EPFL 2018 Bachelor Mathématiques (Première première)
4 homework and final project in the class of Lab in DS (COM-490) at EPFL. The homeworks focus on data preprocessing, ETL tasks, predictions and data visualization. The final project illustrates the entire pipeline from extracting data on CFF database, preprocessing, shortest path algorithm and visualization.
A simple C++ matrix class with standard operations
Automated bot sending you the location of the earliest available slot for New Jersey DMV / MVC.
Robust self-supervised model for pneumonia detection in Pytorch
Portfolio 2024
Approximation of functions through a linear polynomial model or multi-layered neural network in Pytorch
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Robust and Efficient Journey Planning for Switzerland - @ EPFL
ML Project for the class Machine Learning CS-433 at EPFL, with the help of LESO-PB lab.
Stain normalization tools for histological analysis and computational pathology
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent