Welcome to torch-tda’s documentation!¶
This package provides utilities for using constructions in topological data analysis with automatic differentiation. It wraps functionality from
BATS for persistent homology
persim for computations comparing persistence diagrams
topologylayer for polynomial features of barcodes
The design is inspired by and draws from topologylayer. Key differences are that torch-tda uses bats for faster topological computations, and the two packages have different feature sets.