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Optimization and Topological Data Analysis

In this notebook, we will see how Gudhi and Tensorflow can be combined to perform optimization of persistence diagrams.

You might have already seen a few examples of persistence diagram computations on point clouds. Among the different possibilities, the Rips filtration is the most common option due to its simplicity and easy implementation. In this notebook, we will see how Gudhi and Tensorflow can be combined to perform optimization of persistence diagrams.

If you want to go further, Mathieu Carrière wrote a more detailed article about this notebook: The Holy Trinity of Topological Machine Learning: Gudhi, Scikit-Learn and Tensorflow

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