v0.5.10

Zygote v0.5.10

Diff since v0.5.9

Closed issues:

• Broken methods(Base.show) (#808)
• AD through custom AbstractMatrix fails (#815)

Merged pull requests:

• Fixes #808 (#809) (@racinmat)

v0.5.9

Zygote v0.5.9

Diff since v0.5.8

Closed issues:

• Error with broadcasting == (#724)
• Nan gradient for elu and selu. (#758)

Merged pull requests:

• Changes needed for Julia 1.5 (#772) (@DhairyaLGandhi)
• support ChainRules AbstractZero types (#786) (@mzgubic)
• Use === when testing equality with nothing (#790) (@samuela)
• fix error while broadcasting (#793) (@gxyd)
• Correct primal of Matrix from UniformScaling & handle sum of boolean arrays (#794) (@oxinabox)
• remove submodule (#805) (@CarloLucibello)

v0.5.8

Zygote v0.5.8

Diff since v0.5.7

Closed issues:

• Custom Adjoint when Taking Gradient of Gradient (2nd Gradient) (#745)

Merged pull requests:

• fix for rrules with kwargs and multiple zero partials (#788) (@oxinabox)

v0.5.7

Zygote v0.5.7

Diff since v0.5.6

Merged pull requests:

• Patch map bug (#777) (@willtebbutt)

v0.5.6

Zygote v0.5.6

Diff since v0.5.5

Merged pull requests:

• Test that keyword arguments are correct (#781) (@ChrisRackauckas)

v0.5.5

Zygote v0.5.5

Diff since v0.5.4

Closed issues:

• ignore Base.OneTo (#753)
• Errors in adjoints for ifft(xs,d,dims) (#755)
• Need an adjoint for constructor Pair (#761)
• Optimising some linear algebra related adjoints (#773)

Merged pull requests:

• Fix FFT type promotions (#751) (@wkearn)
• add @Nograd for Base.OneTo (#754) (@jamblejoe)
• Call the correct function for irfft(xs,d,dims) (#756) (@wkearn)
• Remove Base.parameter_upper_bound given removal from Base (#757) (@ianshmean)
• fix for #758 (#765) (@racinmat)
• Update ArrayLayouts and FillArrays (#768) (@devmotion)

v0.5.4

Zygote v0.5.4

Diff since v0.5.3

Closed issues:

• wrong gradient type when dividing by integer (#727)
• New ChainRule.rrule definition not working on Jupyter notebook even after Zygote.refresh() (#741)

Merged pull requests:

• Stateful map (#676) (@MikeInnes)
• fix export (#737) (@CarloLucibello)
• Speed up of selu (#748) (@racinmat)

v0.5.3

Zygote v0.5.3

Diff since v0.5.2

Closed issues:

• Incorrect complex gradients, Zygote 0.4.21 (#705)

Merged pull requests:

• support parallel maps (tmap, pmap, vmap, etc.) (#728) (@ChrisRackauckas)
• Add test from #705 (#729) (@mcabbott)
• Adjust reference to ChainRules (#732) (@oxinabox)

v0.5.2

Zygote v0.5.2

Diff since v0.5.1

Closed issues:

• Gradient of max(x...) (#711)

Merged pull requests:

• Forward Mode (#503) (@MikeInnes)
• Backport for Zygote 0.4 (#707) (@CarloLucibello)
• CompatHelper: add new compat entry for "DiffRules" at version "1.0" (#708) (@github-actions[bot])
• CompatHelper: add new compat entry for "NaNMath" at version "0.3" (#709) (@github-actions[bot])
• CompatHelper: add new compat entry for "SpecialFunctions" at version "0.10" (#710) (@github-actions[bot])
• Use ChainRules v0.7.0 (#721) (@sethaxen)

v0.5.1

Zygote v0.5.1

Diff since v0.5.0

Closed issues:

• Gradient through Distributions.jl's loglikelihood returns "nothing" (but Tracker succeeded) (#436)
• Zygote doesn't work with CUDA.CuArray (#665)
• Regression on Zygote v0.5 (#703)

Merged pull requests:

• nograd div (#706) (@CarloLucibello)