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Update for new release.
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jlmelville committed Apr 1, 2019
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# uwot 0.0.0.9010
# uwot 0.0.0.9010 (31 March 2019)

## New features

Expand All @@ -20,10 +20,12 @@ reduction and reproducibility, keep `fast_sgd = FALSE`.
* New parameter: `init_sdev` which specifies how large the standard deviation
of each column of the initial coordinates should be. This will scale any input
coordinates (including user-provided matrix coordinates). `init = "spca"` can
now be thought of as an alias of `init = "pca", init_sdev = 1e-4`.
This may be too aggressive scaling for some datasets. The typical UMAP spectral
now be thought of as an alias of `init = "pca", init_sdev = 1e-4`. This may be
too aggressive scaling for some datasets. The typical UMAP spectral
initializations tend to result in standard deviations of around `2` to `5`, so
this might be more appropriate in some cases.
this might be more appropriate in some cases. If spectral initialization detects
multiple components in the affinity graph and falls back to scaled PCA, it
uses `init_sdev = 1`.
* As a result of adding `init_sdev`, the `init` options `sspectral`,
`slaplacian` and `snormlaplacian` have been removed (they weren't around for
very long anyway). You can get the same behavior by e.g.
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