Thomas Berkane's repositories
ColBERT
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
RAGatouille
Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
BLINK
Entity Linker solution
GENRE
Autoregressive Entity Retrieval
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
django-iprestrict
Django app + middleware to restrict access to all/sections of app by client IP ranges
keras-video-generators
Keras generators to generate sequences from videos as input
student-learning-prediction
Prediction of students' feeling of learning. Project repo for the CS421 Machine Learning for Behavioral Data course at EPFL.
django-admincommand
Allows to run management commands from the Django Admin interface
django-js-reverse
Javascript url handling for Django that doesn't hurt.
django-envelope
A contact form app for Django
django-celery-growthmonitor
Helper to monitor jobs running Celery tasks in Django
django-cruds-adminlte
django-cruds is simple drop-in django app that creates CRUD for faster prototyping
django-icons
Icons for Django
epfl-courses-client
Frontend for the EPFLCourses website.
epfl-courses-api
Backend for the EPFLCourses website.
biped-challenge
My solution for the biped.ai programming challenge.
ML-deep-learning-for-Parkinsons-disease-research
Exploring the feasibility of DNN models for the quantitative discrimination between different conformational species of α-synuclein. Project 2 of the CS433 Machine Learning course at EPFL.
ML-classifier-on-CERN-laboratory-data
Classifier to predict the Higgs boson decay signatures from background noise. Project 1 of the CS433 Machine Learning course at EPFL.
news-data-analysis
What image of Trump emerges from news articles between 2015 and 2020? Project repo for the Applied Data Analytics course at EPFL.
rpg
A simple desktop RPG. Made during CS-107 at EPFL.
javass
A desktop app for playing Jass with online or simulated players. Made during CS-108 at EPFL.
doge-home-app
A companion Android app for doge-home.