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Commits on Mar 5, 2019

• [Doc] API documentation updates. (#23093)

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• [Doc] API documentation updates. (#23069)

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Commits on Mar 2, 2019

• [AutoDiff] [stdlib] Add operators for custom gradients. (#23036)

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Commits on Feb 24, 2019

• [AutoDiff] TF-19: Perform activity analysis on all types. (#22848)

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Commits on Feb 21, 2019

• Remove construction of JVP/VJP for curry thunks. (#22637)

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Commits on Feb 18, 2019

• [AutoDiff] Work around SR-9595 and simplify Differentiable conformances. (#22675)

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Commits on Feb 16, 2019

• [AutoDiff] Enable some checkpointing APIs that became unblocked. (#22668)

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Commits on Jan 31, 2019

• Rename @autodiff to @differentiable. (#22257)

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Commits on Jan 29, 2019

• [AutoDiff] Add a differentiation checkpointing API. (#22033)

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Commits on Jan 17, 2019

• [AutoDiff] Add binary version of differentiableFunction. (#21954)

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Commits on Jan 14, 2019

• Merge pull request #21839 from rxwei/method-diff-intrinsic

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• [stdlib] [AutoDiff] Add allDifferentiableVariables requirement to Differentiable and update derived conformances. (#21836)

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• [stdlib] [AutoDiff] Temporarily export API _valueWithPullback(at:_:in:) for methods.

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Commits on Jan 7, 2019

• [stdlib] [AutoDiff] Constrain gradient operators on FloatingPoint, not BinaryFloatingPoint.

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• [stdlib] [AutoDiff] More differential operators and utilities.

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Commits on Jan 4, 2019

• [AutoDiff] No longer require TangentVector to be a vector space.

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Commits on Jan 3, 2019

• [AutoDiff] Update generic constraints in Differentiable protocol. (#21600)

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Commits on Jan 1, 2019

• [API] Start deriving conformances for Differentiable. (#21580)

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• [AutoDiff] Make @autodiff functions have reference semantics and define curried differential operators (#21581)

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Commits on Dec 22, 2018

• Minor tweaks to Differentiable protocol. (#21521)

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• Split VectorNumeric into ShapedVectorNumeric protocol.

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Commits on Dec 21, 2018

• [AutoDiff] Cleanup 1: Remove gradient synthesis and ban #gradient. (#21480)

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  rxwei

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Commits on Dec 20, 2018

• [AutoDiff] Make builtin differential operators stringly polymorphic

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Commits on Dec 18, 2018

• [AutoDiff] Define functional differential operators in stdlib (#21395)

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  rxwei

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Commits on Dec 12, 2018

• [AutoDiff] Serialize autodiff_function and autodiff_function_extract instructions (#21170)

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Commits on Nov 5, 2018

• Implement a preview of generalized differentiability (#20332)

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Commits on Oct 31, 2018

• Adopt AdditiveArithmetic protocol

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Commits on Oct 9, 2018

• Bring back covectors (#19803)

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Commits on Oct 1, 2018

• [AutoDiff] Support general differentiable manifolds and move tangent space definition to AST (#19626)

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Commits on Sep 3, 2018

• Remove constraints that require Tangent and Cotangent's ScalarElement to equal Self.ScalarElement (#19113)

  rxwei

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• [AutoDiff] Generalize differentiable types using DifferentiableVectorNumeric protocol (#19112)

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Commits on Jun 21, 2018

• Use updated @inlinable and @usableFromInline attributes.

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Commits on May 16, 2018

• Progress on AD infrastructure.

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Commits on Apr 26, 2018

• Add Differentiable.makeAdjoint(_:) back to stdlib.

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Commits on Apr 23, 2018

• Migrate AD tape functions from stdlib funtions to builtins. This ensures that tape operations will always be in SSA and be easily differentiable.

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