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A high-performance topological machine learning toolbox in Python

tda mapper topology scikit-learn machine-learning computational-topology topological-data-analysis topological-machine-learning

Created 2019-10-15

2,116 commits to master branch, last one 5 months ago

21

158

bsd-3-clause

5

A topological machine learning framework based on PyTorch

pytorch deep-learning topological-data-analysis topological-machine-learning

Created 2021-12-12

373 commits to main branch, last one 3 months ago

10

39

bsd-3-clause

5

SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction"

pytorch segmentation deep-learning cubical-complexes persistent-homology image-reconstruction topological-data-analysis topological-machine-learning

Created 2022-03-03

252 commits to master branch, last one about a year ago

4

39

bsd-3-clause

2

TARDIS: Topological Algorithms for Robust DIscovery of Singularities

icml-2023 anomaly-detection singularity-detection topological-data-analysis topological-machine-learning

Created 2022-08-16

173 commits to main branch, last one about a year ago