WIP: Add support for ChainRules Composite type#806

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mzgubic wants to merge 38 commits intoFluxML:chainrules_typesfrom

mzgubic:mz/cr-composite

Commits on Sep 24, 2020

do not convert chain rules output to named tuple
Miha Zgubic
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Commits on Sep 30, 2020

using Composite
Miha Zgubic
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Commits on Oct 9, 2020

add the old changes
Miha Zgubic
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Update with changes to mz/cr-types
Miha Zgubic
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remove some changes
Miha Zgubic
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add legacytype_warn
Miha Zgubic
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Merge branch 'mz/cr-types' into mz/cr-composite
Miha Zgubic
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add Composite to allowed gradients
Miha Zgubic
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Merge branch 'mz/cr-types' into mz/cr-composite
Miha Zgubic
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__new__ and __splatnew__ add Composite support
Miha Zgubic
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Commits on Oct 14, 2020

improve readability
Miha Zgubic
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Commits on Oct 16, 2020

remove __new__ changes
Miha Zgubic
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move to new warnings with types passed
Miha Zgubic
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fix the iterator
Miha Zgubic
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Commits on Oct 17, 2020

add warnings to chainrules
Miha Zgubic
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Commits on Oct 21, 2020

Composite{Any} -> Composite(typeof(g)}
Miha Zgubic
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allowed gradient types change
Miha Zgubic
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Commits on Oct 22, 2020

remove some legacy2differential instances
Miha Zgubic
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Commits on Oct 26, 2020

accum_sum and unbroadcast to differential types
Miha Zgubic
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remove some gradtuple1
Miha Zgubic
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Commits on Oct 27, 2020

fix literal getproperty as _pullback
Miha Zgubic
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Commits on Oct 28, 2020

fix cholesky adjoints
Miha Zgubic
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Commits on Nov 3, 2020

fix call overload
Miha Zgubic
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fix Real constructor
Miha Zgubic
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change to diffgradtuple
Miha Zgubic
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Core._apply tuples to Composites
Miha Zgubic
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Commits on Nov 5, 2020

fix tasks
Miha Zgubic
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fix the warnings
Miha Zgubic
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change the test
Miha Zgubic
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improve type stability
Miha Zgubic
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Commits on Nov 16, 2020

move to new version of l2d taking a primal rather than primal type
Miha Zgubic
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Commits on Nov 17, 2020

fix _back
Miha Zgubic
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Commits on Nov 20, 2020

nested ad fix first draft
Miha Zgubic
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fix map a bit
Miha Zgubic
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Commits on Nov 24, 2020

add map tests and fix reverse of composite
Miha Zgubic
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l2d
Miha Zgubic
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move getindex to _pullback
Miha Zgubic
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Core.getfield to _pullback
Miha Zgubic
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