v0.18.10

MLJBase v0.18.10

Diff since v0.18.9

• (ehnancement) Add canned version of Wolpert model stacking, Stack (#564) @olivierlabayle @ablaom
• (bug fix) Fix overflow bug in MatthewsCorrelation coefficient (#571) @giordano
• (enhancement) Overload partition to work on arbitrary vectors, matrices and tables (#361) @giordano
• (bug fix) Fix flawed interface point for RNG specification in synthetic data methods, such as make_blobs (#567) @OkonSamuel
• Remove LossFunctions.jl type piracy (#577) @ablaom

Closed issues:

• Review of loading time (#77)
• Generalize partition to split any table or matrix or vector, not just vector of integers (#361)
• Use xlogy function in cross-entropy definition (#373)
• Balanced accuracy on ConfusionMatrix fails (#380)
• Matthews correlation should be reviewed (#381)
• Cannot pass arbitrary rng to make_blobs (#567)

Merged pull requests:

• Add method partition(::AbstractMatrix, ...) (#561) (@giordano)
• Stacking (#564) (@olivierlabayle)
• Tighten return type of predict for KNNClassifier (model for testing) (#566) (@ablaom)
• address issue 567 (#568) (@OkonSamuel)
• Fix computation of Matthews correlation coefficient (#571) (@giordano)
• Remove LossFunctions type piracy (#577) (@ablaom)
• Fix transposed y and yhat in measures from LossFunctions (#578) (@ablaom)