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Found 2 papers, 1 papers with code
Deep Mapper: Efficient Visualization of Plausible Conformational Pathways
In our numerical experiments, based on an isometric latent space built on the common 50S-ribosomal dataset, the resulting Mapper graph successfully includes all the well-recognized plausible pathways.
Differentiable Mapper For Topological Optimization Of Data Representation
While highly generic and applicable, its use has been hampered so far by the manual tuning of its many parameters-among these, a crucial one is the so-called filter: it is a continuous function whose variations on the data set are the main ingredient for both building the Mapper representation and assessing the presence and sizes of its topological structures.
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