Visualization of the feature embeddings in the hyperbolic space

[hathawayxxh]

Hi Valentin,

Thanks for your excellent work and codes. I am very interested in the hyperbolic space, and would like to know how to visualize feature embeddings in the hyperbolic space (as shown in the Fig. 1 of your paper). I didn't find the codes for the feature visualization. Can you please release the codes?

Thanks a lot.

Xiaohan

[KhrulkovV]

Hello @hathawayxxh !

I don't think we have the visualization code in this repo, but you can find a more recent one (utilizing hyperboli UMAP algorithm) in our hyperbolic metric learning repo

[hathawayxxh]

Hi Valentin,

Thanks for your reply. I have checked the repo that you provided, which is not the visualization effect as I thought. For the Fig. 1 of "Hyperbolic Image Embeddings", some of the pictures of the data points are illustrated in the poincare ball. Is that drawn by codes or manually?

Best,
Xiaohan

[AI4Math-ShanZhang]

Hi Valentin,

Thanks for your reply. I have checked the repo that you provided, which is not the visualization effect as I thought. For the Fig. 1 of "Hyperbolic Image Embeddings", some of the pictures of the data points are illustrated in the poincare ball. Is that drawn by codes or manually?

Best, Xiaohan

Hi, hathawayxxh. Do you figure out how to draw the Figure1 and visualization? If so, can you kindly help me and provide some advices?