adrienguille Goto Github PK

adrienguille.github.io

Associate Professor @ Université Lumière Lyon 2

attention-networks-for-classification

Hierarchical Attention Networks for Document Classification in PyTorch

dialogre

Dialogue-Based Relation Extraction

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

distributionalsemantics

A library for learning vector space representations of words

docgat

dynamic_bernoulli_embeddings

egc-cup-2016

Défi EGC 2016 - Communauté EGC quelle histoire et quel avenir

fasttext

Library for fast text representation and classification.

graph2gauss

Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".

growingneuralgas

Simple implementation of the "growing neural gas" artificial neural network

hat

Source code for paper "Hyperbolic Graph Attention Network"

hcan

hedwig

PyTorch deep learning models for document classification

hgb

Revisiting, benchmarking, and refining Heterogeneous Graph Neural Networks.

hgcn

Hyperbolic Graph Convolutional Networks in PyTorch.

inducttgcn

llda

Labeled LDA in Python

mabed

Mention-anomaly-based event detection and tracking in Twitter

matchsum

Code for ACL 2020 paper: "Extractive Summarization as Text Matching"

memsum

Code for ACL 2022 paper on the topic of long document summarization: MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes

mpad

Message Passing Attention Networks for Document Understanding

pre

pyldavis

Python library for interactive topic model visualization. Port of the R LDAvis package.

pymabed

Python implementation of MABED (Mention-Anomaly-Based Event Detection)

sondy

An open source social media data mining software (event detection + influence analysis)

spektral

Graph Neural Networks with Keras and Tensorflow 2.

sweet

Official repository for Semantic Web for Earth and Environmental Terminology (SWEET) Ontologies

t-basic

A probabilistic model based on the network structure underlying social media for predicting information diffusion

tennis_matchchartingproject

Raw, user-submitted point-by-point data for pro tennis matches