MathieuCarriere

PhD in Machine Learning and TDA

Inria Sophia Antipolis

Pinned Repositories

gudhi-devel
The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimensional Geometry Understanding.
Language:C++255 11 45565
TDA-tutorial
A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences libraries.
Language:Jupyter Notebook373 20 28111
difftda
Persistence differentiation with Gudhi and Tensorflow
Language:Jupyter Notebook18 4 22
mrec
Implementation of recursive matching algorithm
Language:HTML2 2 00
multipers
Package for computing multiparameter persistence summaries
Language:C++10 3 32
perslay
Implementation of the PersLay layer for persistence diagrams
Language:Jupyter Notebook79 8 1124
perslocsig
Local signatures for 3D shapes with persistent homology
Language:Jupyter Notebook13 2 21
sklearn-tda
Open source library for combining TDA and Machine Learning
Language:Python89 4 820
statmapper
Statistical analysis of Mapper
Language:Jupyter Notebook4 1 01
tda-tutorials
A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences libraries.
Language:Jupyter Notebook28 2 06

MathieuCarriere/sklearn-tda
Open source library for combining TDA and Machine Learning
Language:Python89 4 820
MathieuCarriere/perslay
Implementation of the PersLay layer for persistence diagrams
Language:Jupyter Notebook79 8 1124
MathieuCarriere/tda-tutorials
A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences libraries.
Language:Jupyter Notebook28 2 06
MathieuCarriere/difftda
Persistence differentiation with Gudhi and Tensorflow
Language:Jupyter Notebook18 4 22
MathieuCarriere/perslocsig
Local signatures for 3D shapes with persistent homology
Language:Jupyter Notebook13 2 21
MathieuCarriere/multipers
Package for computing multiparameter persistence summaries
Language:C++10 3 32
MathieuCarriere/statmapper
Statistical analysis of Mapper
Language:Jupyter Notebook4 1 01
MathieuCarriere/mrec
Implementation of recursive matching algorithm
Language:HTML2 2 00
MathieuCarriere/gudhi
The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimensional Geometry Understanding.
Language:C++1 0 0
MathieuCarriere/metricmapper
Computation of Mapper with stochastic filter
Language:Python1 4 0
MathieuCarriere/website
My personal website
Language:HTML1 0