Xavier Hinaut's repositories
low-dimensional-canary-GAN
Synthesize raw canary syllables with generative adversarial networks
reservoirpy
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
canary-vocal-sensorimotor-model
Vocal learning model with RNN Decoder and Low-dimensional GAN Generator
BirdSongBout
Routines for data handling in a bout annotation project
ccg2lambda
Provide Semantic Parsing solutions and Natural Language Inferences for multiple languages following the idea of the syntax-semantics interface.
DinhHinaut2020-ICDL
Conference paper and supplementary material of Dinh & Hinaut, ICANN 2020.
ER-MRL
Code for the paper "Evolving Reservoirs for Meta Reinforcement Learning"
HebbianMetaLearning
Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
hinaut.github.io
Xavier Hinaut's academic website
hybrid-vocal-classifier
a Python machine learning library for animal vocalizations and bioacoustics
internships
Internships offers by X. Hinaut @Inria Bordeaux, France
projet-etu-robot-cobiopro-2021-2022
Projet des étudiants option Robot de l'Enseirb/ENSC de Bordeaux pour le cours "Apprentissage"
pyribs
A bare-bones Python library for quality diversity optimization.
reservoirR
Experimental R interface for ReservoirPy
RNN-RC-Chaos
RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
scikit-learn
scikit-learn: machine learning in Python
Trouvain2020_ICANN
Paper and supplementary material for Trouvain et al., ICANN2020.