ahoyosid / hyperbolic_alignment

This repo contains a base implementation for aligning hyperbolic representations using an Optimal Transport-based approach.

hyperbolic_alignment

This repo contains a base implementation for aligning hyperbolic representations using an Optimal Transport-based approach.

Examples: Hyperbolic/Euclidean Mapping Estimation

This code is written in Python and relies on Anaconda to create an environment to install dependencies.

Installing the anaconda environment.

All associated packages are opensource. The file environment.yml contains all the packages used in the examples.

To install these packages run

make install

Installing the anaconda environment.

It contains two examples, one for each use case.

Barycenter of shapes: interpolation of clounds of points

make run_example

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Linear and wrapped linear mapping

OT-DA

Hyp-ME

Gyrobarycenter with various costs

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This code is going to be shared in a Github repository after receiving the conference decision.