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Tags: JuliaML/MLUtils.jl
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v0.4.8
[Diff since v0.4.7](v0.4.7...v0.4.8) **Merged pull requests:** - Fix regression with building empty dataloaders (#203) (@ChrisRackauckas) **Closed issues:** - Port collated batch view from DataLoaders.jl (#29)
v0.4.7
[Diff since v0.4.6](v0.4.6...v0.4.7) **Merged pull requests:** - add some guides (#200) (@CarloLucibello) - depend on MLCore.jl (#201) (@CarloLucibello) - add `obsdim` argument to `obsview` (#202) (@CarloLucibello) **Closed issues:** - Status of MLLabelUtils porting (#16) - Reexport OneHotArrays.jl (#77) - mapobs problems with composite datasets and vector indexes (#110) - `DataLoaders(..., parallel=true)` hanging (#132) - MLUtils seems quite heavy (#155) - Flux CI failures caused by recent DataLoader changes (#198) - slidingwindow should have a `dims` keyword (#199)
v0.4.6
[Diff since v0.4.5](v0.4.5...v0.4.6) **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) - `CuArray`s 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: MLUtils` did not define the expected module `MLUtils`, (#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)
v0.4.4
[Diff since v0.4.3](v0.4.3...v0.4.4) **Merged pull requests:** - Add RNG support to randobs (#162) (@EssamWisam) - batchsize() documentation (#163) (@NeroBlackstone) - Add `firstindex(::AbstractDataContainer)` (#164) (@Pangoraw) - Improve examples for `splitobs` (#165) (@mcabbott) - CompatHelper: add new compat entry for Statistics at version 1, (keep existing compat) (#169) (@github-actions[bot]) - fix rpad and put! ambiguities (#172) (@CarloLucibello) - fix print test (#173) (@CarloLucibello) **Closed issues:** - `eachobsparallel` CUDA `Error while freeing...` (#161) - The `chunk` function is not differentiable on GPU (#170) - Method ambiguities reported by Aqua (#171)
v0.4.3
[Diff since v0.4.2](v0.4.2...v0.4.3) **Closed issues:** - `TaskPoolEx` leads to unreliable Dataloaders (#142) - "failed to start primary task" with Julia 1.9 and nthreads(:interactive) > 0 (#158) **Merged pull requests:** - Change default parallel executor to `ThreadedEx` (#143) (@RomeoV) - CompatHelper: bump compat for NNlib to 0.9, (keep existing compat) (#159) (@github-actions[bot])
v0.4.2
[Diff since v0.4.1](v0.4.1...v0.4.2) **Closed issues:** - `unstack` not passing the inferred test (#149) - Using DataLoader for multi input (#151) **Merged pull requests:** - add a type-stable `unstack` method with `Val` dims arg (#150) (@gabrevaya) - CompatHelper: bump compat for StatsBase to 0.34, (keep existing compat) (#154) (@github-actions[bot])
v0.4.1
[Diff since v0.4.0](v0.4.0...v0.4.1) **Merged pull requests:** - update workflows (#146) (@CarloLucibello) - define mapobs behavior for vector of indexes (#147) (@CarloLucibello)
v0.4.0
[Diff since v0.3.1](v0.3.1...v0.4.0) **Closed issues:** - broken inferred tests for `stack` and `batch` (#52) - `chunk` returns views for CuArrays (#103) - Extend `chunk` to take a `Vector` of sizes (#114) - Accomodate `Base.stack` (#119) - stack can cause StackOverflowError or Segmentation fault on macOS ARM (#121) **Merged pull requests:** - improvements to stack (#125) (@CarloLucibello) - improvements to chunk (#133) (@CarloLucibello) - chunk by partition indexes (#134) (@CarloLucibello)
v0.3.1
[Diff since v0.3.0](v0.3.0...v0.3.1) **Closed issues:** - out of date compatibility (#129) - MLUtils exports `rpad` (#130) **Merged pull requests:** - deprecate rpad correctly (#131) (@CarloLucibello)
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