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Quanthome SA
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zigzag-homology
zigzag-homology PublicZigzag persistence studies the topological behavior of point-cloud data by generalizing the setting of persistent homology. We provide a way to compute by using extended persistence.
Python 2
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machine-learning-basics
machine-learning-basics PublicIn this project, we try the challenge of the Higgs Boson search by implementing from srcatch the standard fundamentals of statistical machine learning.
Jupyter Notebook
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graph-label-propagation
graph-label-propagation PublicThe goal of this project is to implement a graph label propagation method to study and classify image data. The method has the particularity that it combines well with other classifiers to achieve …
Python
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parametric-morse-theory
parametric-morse-theory PublicExploring he framework of parametric Morse theory, and providing a pipeline that computes the parametric persistence diagrams of a graph (of its clique complex).
Jupyter Notebook
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topology-metric
topology-metric PublicWe implement the computation of linear integral sheaf metrics through topological optimization machine learning. We present applications to image analysis.
Jupyter Notebook
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