Andreas Mueller comments

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                                            Andreas Mueller

update sklearn benchmark with 0.19.1

I think you results are because we used bad data structures and you ran out of ram... but hard to say.

update sklearn benchmark with 0.19.1

Hm that seems odd. Is the number of iterations comparable to the other implementations?

update sklearn benchmark with 0.19.1

And that's directly comparable with the settings in https://github.com/DmitryUlyanov/Multicore-TSNE/blob/master/MulticoreTSNE/examples/test_py_bh_tsne.py ? If so, we need to open an issue at sklearn. Those two implementations should have the same speed from what...

ConvergenceWarning: Liblinear failed to converge, increase the number of iterations. "the number of iterations."

You can also try scaling your data. Currently the tolerance might be a bit too strict so the warning doesn't necessarily mean the results are not valid (but that the...

Added options to extract citations for clusters

looks good :)

Add drawable canvas

I was kinda looking for this feature, but I think in particular saving it should be pretty tricky :-/

Fix typos

sorry, too many local changes. I'll fix the typos here.

Fix typos

ok should be decent now.

Provide a wider explanation on outlier detection?

Usually I only work on the material as preparation for talks or trainings and I have too much other stuff to do. I might update it if I give another...

Best practices for comparing continuum data in a map

Hey! Here's probably good (there's also a piazza but that's internal to the actual class last spring). There's no consensus, it's tricky to do and an open-ended question. You could...