computational-topology topic

List computational-topology repositories

giotto-tda

819
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171
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A high-performance topological machine learning toolbox in Python

ripser

299
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70
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Ripser: efficient computation of Vietoris–Rips persistence barcodes

urban-pulse

50
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6
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A standalone version of Urban Pulse

giotto-ph

41
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10
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High performance implementation of Vietoris-Rips persistence.

Perturbed-Topological-Signature

16
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4
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Matlab and Python code to compute perturbed topological signatures (PTS), an efficient topological representation that lies on the Grassmann manifold.

PI-Net

26
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5
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Python code to directly compute persistence images (PIs) from data (time-series or images) using deep learning.

recon

15
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5
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Recon - A fast algorithm to compute Reeb graphs

Hodge.jl

16
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2
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Julia library providing functionality for modeling Simplicial Complexes and Cochains over them. Its main feature is a clean interface to calculate Betti numbers and Hodge decompositions.