Integration with UMAP repository

[lmcinnes]

Thanks for all your work -- this looks like a great addition/advancement over the standard UMAP approach. I was wondering if you would consider integrating densmap into the Python UMAP repository? I am currently adding new features in the 0.5dev branch, and I feel like DensMAP support would be a very valuable option to have for many users. If you do not have the time I certainly understand, and I can endeavour to add the feature myself, but I would certainly appreciate PRs from the original authors if possible.

If you do wish to make PRs please make sure to update READMEs and documentation to include citations/references to your paper to ensure proper credit.

[hhcho]

Thank you for reaching out! We are big fans of the UMAP package. We are definitely interested in integrating densMAP support into Python UMAP and will put together the PR soon.

[lmcinnes]

If you do, please make the PR against the 0.5dev branch at this time. Thanks so much for working on this!