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courbot's Projects

fw-lasso icon fw-lasso

Randomized Frank-Wolfe algorithm for fast and scalable Lasso regression (C++ code)

gmphd icon gmphd

GM-PHD filter implementation in python (Gaussian mixture probability hypothesis density filter)

heolht icon heolht

This repository contains the python (2.7) code running the detection within astronomical hyperspectral images. It is associated with the paper : "Extended faint source detection in astronomical hyperspectral images" published by Courbot, J.-B. et al in Signal Processing 135 (2017) 274–283.

jabref icon jabref

Graphical Java application for managing BibTeX and biblatex (.bib) databases

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

linearfw icon linearfw

Frank-Wolfe optimization variants with a linear convergence rate

tgrf icon tgrf

Python code for Transformed Gaussian Random Fileds

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