v0.4.6

MLUtils v0.4.6

Diff since v0.4.5

Merged pull requests:

• More efficient ntuple generation in unsqueeze w/ Val (#178) (@BioTurboNick)
• support for collate function and for mapobs in DataLoader (#181) (@CarloLucibello)
• update workflows (#182) (@CarloLucibello)
• implement trues_like, falses_like + vector indexing for joinobs (#184) (@CarloLucibello)
• add make_moons generator + some doc reorg (#185) (@CarloLucibello)
• add rng argument to splitobs, undersample, oversample (#186) (@CarloLucibello)
• improve splitobs docstring (#187) (@CarloLucibello)
• mention obsview in splitobs docstring (#188) (@CarloLucibello)
• fix batchseq for vectors of vectors (#189) (@CarloLucibello)
• fix doctests (#190) (@CarloLucibello)
• properly use or create buffer in DataLoader (#191) (@CarloLucibello)
• rework DataLoader (#192) (@CarloLucibello)
• make DataLoader iterations type stable (#193) (@CarloLucibello)
• relax joinobs to join different types (#194) (@CarloLucibello)
• add stratified options to splitobs (#195) (@CarloLucibello)
• add slidingwindow (#196) (@CarloLucibello)
• add batch_sequence (#197) (@CarloLucibello)

Closed issues:

• Scope of this package (#2)
• Status of MLDataPattern porting (#3)
• Adding a similar functionality like sklearn.make_regression, make_moons etc. (#15)
• add better documentation for batch (#55)
• mapobs doesn't work with named tuples (#70)
• CuArrays should not follow fast paths in obsview (#72)
• Padded batching (#78)
• The fallback result of batch over AbstractArray{<:Number} (#85)
• Archiving DataLoaders.jl (#90)
• Porting rescale! from MLDataUtils ? (#128)
• add trues_like and zeros_like (#137)
• v0.4.0 introduced error for DataLoader which collates images (#139)
• batchseq with vectors of vectors (#140)
• Error during callback: MLUtilsdid not define the expected moduleMLUtils`, (#152)
• mapobs(f, DataLoader) should just work? (#153)
• getobs!(buffer, data::BatchView, idx) ignores buffer (#156)
• joinobs assumes all inputs to be of the same type but returns a different JoinedData type (#160)
• Un-documented behaviour of splitobs(...; at=1) (#166)
• splitobs make views, but say it requires only getobs (#167)
• Type instability in DataLoader (#168)
• Floops depedency should be removed (#175)
• The JoinedData container seems to be missing a getindex() method for indices other than Number (#177)
• Allow passing RNG instance to splitobs() for shuffle control (#179)