Nick Becker comments

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                                            Nick Becker

[BUG] Unable to build cuML with micromamba

As a test, I fully removed conda and mamba from my system and then installed micromamba. I was able to reproduce this error with the 22.06 and 22.08 releases, but...

`PowerTransformer`, `QuantileTransformer` and `KernelCenterer`

This will also close https://github.com/rapidsai/cuml/issues/2035 , right?

#4783 Added nan_euclidean distance metric to pairwise_distances

ok to test

[BUG] Large memory requirements for SimpleImputer strategy median

Thanks for filing an issue. I observe the example above (~2.16GB array) spiking memory to ~18GB on my machine in 22.06. As a note, you can edit your issues if...

[BUG] Output of UMAP fit_transform() and fit().transform() should be the same

I learned a lot from Victor's summary above. I'd be interested to hear what people of think of the ideas. I'm going to tag some people who have filed or...

[FEA] Add support for strings in cuml.preprocessing.SimpleImputer

Thanks for raising this issue. This is likely a documentation error, as this functionality is currently designed for numeric data in cuML. If you share a reproducible example, someone may...

[FEA] Add support for strings in cuml.preprocessing.SimpleImputer

Thanks for providing a reproducible example @LiamMadigan-EN0107 ! We'll evaluate the feasibility of including string support with `constant` and `most_frequent` strategies. In the short term, would you be interested in...

[BUG] Initialize UMAP object fails with other metrics than 'categorical' or 'euclidean'

While this should be raising a different error currently, I believe it will be resolved by https://github.com/rapidsai/cuml/pull/4779 when it lands

[BUG] Initialize UMAP object fails with other metrics than 'categorical' or 'euclidean'

Ah, thanks for clarifying 👍

[FEA] Does not make sense not support windows

cuML (and other RAPIDS frameworks) are now Generally Available on Windows via WSL2. Please see the updated https://rapids.ai/start.html for more information and how to get started.