Stanislas Chambon's Projects
Lightweight framework for learning with side information (aka privileged information), based on Theano and Lasagne. For more info on learning with side information see http://arxiv.org/abs/1511.06429
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
Detection of K-complexes and Sleep Spindles (DETOKS) using Sparse Optimization for sleep EEG
A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.
Food Classification with Deep Learning in Keras / Tensorflow
Joint distribution optimal transportation for domain adaptation
An unofficial Kaggle command line tool.
Multichannel Sleep Spindle Detector for sleep EEG
:triangular_ruler: A flexible two-column Jekyll theme. Perfect for personal sites, blogs, and portfolios hosted on GitHub or your own server.
MNE : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Keras implementation of Phased LSTM [https://arxiv.org/abs/1610.09513]
Python Optimal Transport library
Phased LSTM
Python package for covariance matrices manipulation and Biosignal classification
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"
Welcom to TPT. This is a list of things you should know it exists.