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[FEA] PCA Initialization for TSNE

Open aamijar opened this issue 1 year ago • 10 comments

Closes https://github.com/rapidsai/cuml/issues/3458

Add PCA embedding initialization to C++ layer and expose it in Python API.


from cuml.manifold import TSNE

tsne = TSNE(
    ...
    init="pca" # ("random" or "pca")
)

aamijar avatar May 19 '24 05:05 aamijar

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copy-pr-bot[bot] avatar May 19 '24 05:05 copy-pr-bot[bot]

/ok to test

cjnolet avatar May 19 '24 17:05 cjnolet

@aamijar the git diff will be fixed once #5911 is merged

dantegd avatar Jun 01 '24 01:06 dantegd

/ok to test

dantegd avatar Jun 07 '24 18:06 dantegd

/ok to test

dantegd avatar Jun 11 '24 21:06 dantegd

/ok to test

dantegd avatar Jun 12 '24 17:06 dantegd

/ok to test

dantegd avatar Jun 13 '24 22:06 dantegd

/ok to test

dantegd avatar Jun 25 '24 17:06 dantegd

/ok to test

lowener avatar Jun 26 '24 16:06 lowener

/ok to test

cjnolet avatar Jun 28 '24 17:06 cjnolet

/ok to test

lowener avatar Jul 05 '24 11:07 lowener

/ok to test

lowener avatar Jul 09 '24 14:07 lowener

/merge

lowener avatar Jul 10 '24 17:07 lowener