PyPI page
Home page
Author:
None
Summary:
Preregistered topology-aware machine learning research toolkit: differentiable persistent homology, Hodge Laplacian message passing, and statistically defensible benchmarking on graph classification (MUTAG, PROTEINS, NCI1).
Latest version:
0.0.6
Required dependencies:
networkx
|
numpy
|
pyyaml
|
ripser
|
scikit-learn
|
scipy
Optional dependencies:
giotto-tda
|
gudhi
|
hypothesis
|
mypy
|
numpy
|
pytest
|
pytest-benchmark
|
pytest-cov
|
ruff
|
toponetx
|
torch
|
torch-geometric
|
torch-topological
|
torchvision
Downloads last day:
95
Downloads last week:
111
Downloads last month:
440