v0.1.26

StochasticAD v0.1.26

Diff since v0.1.25

Merged pull requests:

• Add basic reverse mode (#129) (@gaurav-arya)
• Fix formatting issues in note (#130) (@gaurav-arya)

v0.1.25

StochasticAD v0.1.25

Diff since v0.1.24

Merged pull requests:

• Small tweaks for type stability / inferrability issues (#122) (@gaurav-arya)
• Update patch version (#123) (@gaurav-arya)

v0.1.24

StochasticAD v0.1.24

Diff since v0.1.23

Merged pull requests:

• Miscellaneous interface improvements (#119) (@gaurav-arya)
• Bump patch version (#120) (@gaurav-arya)

v0.1.23

StochasticAD v0.1.23

Diff since v0.1.22

Merged pull requests:

• Add randst (#115) (@gaurav-arya)
• Add 1-arg randst method (#116) (@gaurav-arya)

Closed issues:

• Typo in the paper for the categorical distribution w+ and w-? (#109)
• Add more general rand-based interface to allow users to specify custom couplings, etc. (#111)
• Most simple function to differentiate (#112)
• Different results inputing 0.4 and 0.40 (#113)
• Add documentation + example for StochasticAD.propagate (#114)

v0.1.22

StochasticAD v0.1.22

Diff since v0.1.21

Merged pull requests:

• Fixes to devdocs (#106) (@gaurav-arya)
• Small tweaks (#107) (@gaurav-arya)
• Format (#108) (@gaurav-arya)

Closed issues:

• Document StochasticAD.propagate (#95)

v0.1.21

StochasticAD v0.1.21

Diff since v0.1.20

Merged pull requests:

• Fix docs build (#104) (@gaurav-arya)
• Add some basic developer docs for custom rules (#105) (@gaurav-arya)

Closed issues:

• Fix docs build (#98)

v0.1.20

StochasticAD v0.1.20

Diff since v0.1.19

Merged pull requests:

• Refactor wrapping logic into an abstract type (#99) (@gaurav-arya)
• Minor tweaks to random walk tutorial (#100) (@gaurav-arya)
• Provide enumeration for discrete random distributions when possible (#101) (@gaurav-arya)
• Make weighted_map_Δs the underlying primitive for mapping and scaling perturbations (#102) (@gaurav-arya)
• Handled signed weights correctly in pruning backend (#103) (@gaurav-arya)

v0.1.19

StochasticAD v0.1.19

Diff since v0.1.18

Merged pull requests:

• Add straight through strategy (#85) (@gaurav-arya)
• Support duals in derivative contribution (#88) (@gaurav-arya)
• Run formatter after bracket alignment removal (#89) (@gaurav-arya)
• fix tutorial deps (#90) (@Moelf)
• Add GeometryBasics as tutorials dep (#91) (@gaurav-arya)
• Make strategy customizable via StrategyWrapperFIs (#94) (@gaurav-arya)
• Tweaks to propagate (#96) (@gaurav-arya)
• Some miscellaneous tweaks (#97) (@gaurav-arya)

Closed issues:

• Comparing stochastic derivatives to derivatives from traditional AD (#86)

v0.1.18

StochasticAD v0.1.18

Diff since v0.1.17

Merged pull requests:

• Remove unused tag in lazy pruning backend (#87) (@gaurav-arya)

v0.1.17

StochasticAD v0.1.17

Diff since v0.1.16

Merged pull requests:

• Add smooth_triple (#84) (@gaurav-arya)