Hicham Janati

pyldpc. Creation of LDPC codes & simulation of coding and decoding binary data. Applications to sound and image files.

spatio-temporal-alignements. Spatio-temporal alignements: Optimal transport in space and time

srf. Random Fourier Features

mutar. Multi-task regression in Python

debiased-ot-barycenters. Python

Entropic-OT-gaussians. Closed form Entropic OT for balanced and unbalanced Gaussians

mtw. Wasserstein regularization for sparse multi-task regression

groupmne. Multi-subject MEG and EEG source localization with MNE

EM-Spark. Gaussian mixture models EM algorithm written with pySpark.

PHD-filter. Implementation of the multi-target tracker filter of (Vo et al., 2005).

Cam-CAN-preprocessing. Preprocessing of Cam-CAN's MEG/EEG data

neuroimage-multi-subject-2020. Multi-subject M-EEG source imaging with Python

mwe. Minimum Wasserstein Estimates - IPMI 2019

Introduction-to-scikit-learn. Introduction to scikit-learn: classification of facial expressions using AMFED dataset by (Daniel McDuff et al., 2013).

lasso_numba. Lasso - numba vs cython

meg. source localisation of MEG signal

soft-dtw. Python implementation of soft-DTW.

eeg. generates eeg data

unbalanced-ot. Unbalanced Wasserstein distance introduced by Chizat et al., 2015

Sinkhorn-Barycenters. Sinkhorn Barycenters via Frank-Wolfe algorithm

hichamjanati.github.io. Personal webpage.

Project-NLP-2025. Intro to ML / NLP with spam detection dataset