Antoine Simoulin's Projects
Implementation of the paper "How Many Layers and Why? An Analysis of the Model Depth in Transformers".
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
Repository for my personal website
Public repo for HF blog posts
Simple question answering over knowledge graphs (Mohammed et al., NAACL 2018)
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Boiler plate for python datascience package
🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Unsupervised Language Model Pre-training for French
Shared code for training sentence embeddings with Flax / JAX
This Repo is a Site Model that takes Parcel as a package bundler and use it to upload on GH-Pages a site, comprehensive of all the libraries installed by using npm.
Generative Pretrained Transformers for French
An IPython notebook showing the basics of implementing gradient descent and stochastic gradient descent in Python
HashCode Challenge
Cours de M2 Data Sciences - Traitement Automatique de la Langue Naturelle
Melusine is a high-level library for emails classification and feature extraction "dédiée aux courriels français".
Preprocessing of the opus open subtitles corpus
PhD Manuscript
pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"
Poolailler
Implementation of tree-structured neural networks in PyTorch.
Simple Wikipedia plain text extractor with article link annotations (and stuff)
Searchlight analysis for brain images
Repository for my personal website