v0.2.10

Diffractor v0.2.10

Diff since v0.2.9

Merged pull requests:

• Adjust to upcoming julia#54341 (#292) (@Keno)

v0.2.9

Diffractor v0.2.9

Diff since v0.2.8

Merged pull requests:

• stage1: Mark partial and primal helpers as @inline (#291) (@topolarity)

v0.2.8

Diffractor v0.2.8

Diff since v0.2.7

Merged pull requests:

• adjust to JuliaLang/julia#53953 (#289) (@aviatesk)

v0.2.7

Diffractor v0.2.7

Diff since v0.2.6

Merged pull requests:

• Eras mode (#263) (@oxinabox)
• Bump julia-actions/setup-julia from 1 to 2 (#288) (@dependabot[bot])

Closed issues:

• Eras mode: Taylor or it Eras (#252)

v0.2.6

Diffractor v0.2.6

Diff since v0.2.5

Merged pull requests:

• add ne_float intrinsic (#274) (@pepijndevos)
• Fix frule for static array constructor that converts eltype (#275) (@oxinabox)
• minimum changes to Cthulhu interface changes (#279) (@aviatesk)
• Just call primal on intrinics if all tangents are zero (#282) (@oxinabox)
• For Cedar port of handling intrinstics called with zero tangents (#283) (@oxinabox)
• adjustments to the latest master (#284) (@aviatesk)
• fix CI setup (#285) (@aviatesk)
• fix the syntax error in runtests.jl (#286) (@aviatesk)

Closed issues:

• Is there a Diffractor-native interface? (#287)

v0.2.5

Diffractor v0.2.5

Diff since v0.2.4

Merged pull requests:

• Adjust to base compiler change (#251) (@Keno)
• Start testing reverse mode (#254) (@nmheim)
• Update to new AbstractDifferentiation.jl (#255) (@MasonProtter)
• Allow CI failure on nightly (#257) (@gdalle)
• Build docs on 1.10 (#258) (@oxinabox)
• Don't use ExplictTangentBundle in frule_via_ad (#260) (@oxinabox)
• use zero_bundle for transform of isdefined (#261) (@oxinabox)
• if hit literal in forward demand use zero_tangent (#262) (@oxinabox)
• adjust to the latest compiler changes (#264) (@aviatesk)
• switch to using Cthulhu.InferredSource(::InferenceState) (#265) (@aviatesk)
• Adjust to Cthulhu API change (#268) (@Keno)
• Bump version (#273) (@MasonProtter)

v0.2.4

Diffractor v0.2.4

Diff since v0.2.3

Merged pull requests:

• Fix ZeroBundle wrapping for GlobalRef PhiNode args (#218) (@oxinabox)
• Forward mode mutable struct support (#219) (@oxinabox)
• Fix map in forwards mode (#224) (@oxinabox)
• Add polish to Bundle Types (#225) (@oxinabox)
• forward_visit!: Don't break on stmt-level Expr(:boundscheck) (#226) (@Keno)
• make shuffle_down of TaylorBundle use TaylorBundle rather than ExplicitBundle (#229) (@oscardssmith)
• Add forward mode transform for :boundscheck (#230) (@Keno)
• Update to changes to construct_ssa (#234) (@oxinabox)
• handle Expr(:isdefined,) in forwards mode (#235) (@oxinabox)
• Include outer brackets in pretty printing (#238) (@oxinabox)
• renable configured frules (#239) (@oxinabox)
• stop overloading show on Types (#241) (@KristofferC)
• adjust to JuliaLang/julia#51754 (#242) (@aviatesk)
• Bump actions/upload-artifact from 3 to 4 (#245) (@dependabot[bot])
• Bump actions/download-artifact from 3 to 4 (#246) (@dependabot[bot])
• Fix link to ForwardDiff.jl (#247) (@JamesWrigley)

Closed issues:

• Push Cthulhu out to an Weak Dep? (#131)
• Support mutation for forward mode (#189)
• Broken on julia nightly (#196)
• Unable to pass config to call back into AD (#222)

v0.2.3

Diffractor v0.2.3

Diff since v0.2.1

Merged pull requests:

• remove getindex definition on 1.11 (#203) (@oscardssmith)
• update forcedar (#204) (@oscardssmith)
• add more types supported with bundle helper (#205) (@oxinabox)
• Update index.md (#207) (@mattiasvillani)
• Restrict types in bundle to avoid ambiguity errors (#208) (@oxinabox)
• Fix ZeroBundle wrapping for GlobalRef PhiNode args (#212) (@topolarity)
• Bump actions/checkout from 3 to 4 (#213) (@dependabot[bot])
• adjust to JuliaLang/julia#50805 (#214) (@aviatesk)
• add truncate for explicit tangent (#215) (@pepijndevos)
• Remove Composite Bundle (#216) (@oxinabox)

Closed issues:

• Error when taking Hessian (#201)
• Gradient of pdf of beta distribution errors. Missing rule? (#210)

v0.2.1

Diffractor v0.2.1

Diff since v0.2.0

Closed issues:

• Add CI for a stable Julia (#186)
• TagBot trigger issue (#193)
• Docs are broken (#195)
• Update to new version of tagbot (#197)

Merged pull requests:

• Give Diffractor an AbstractDifferentiation interface (#187) (@oscardssmith)
• CompatHelper: add new compat entry for AbstractDifferentiation at version 0.5, (keep existing compat) (#198) (@github-actions[bot])

v0.2.0

Initial public release

See https://discourse.julialang.org/t/diffractor-release/102123/ for the announcement

What's Changed

• Update README.md by @jw3126 in #15
• Tiny typo fix in README.md by @AzamatB in #16
• import NewvarNode by @niklasschmitz in #41
• build terminology in CI by @simeonschaub in #44
• fix array indexing backward rule by @GiggleLiu in #43
• Fix on Julia nightly, add some CI by @simeonschaub in #46
• update dependencies and add compat by @simeonschaub in #47
• add test for #43 by @simeonschaub in #48
• adapt to JuliaLang/julia#42125 by @simeonschaub in #49
• Add RuleConfig by @mcabbott in #45
• set up some docs by @simeonschaub in #50
• fix terminology link, add some badges by @simeonschaub in #52
• fix typos in terminology by @simeonschaub in #57
• skip Windows CI for now by @simeonschaub in #58
• run CI every night by @simeonschaub in #60
• What if lifted_getfield on a tangent just called getproperty by @oxinabox in #39
• [typo] "to" -> "too" in reading_list.md by @samuela in #65
• Fix tests by @michel2323 in #62
• add opaque closure fixes to allow running on 1.8/1.9 by @oscardssmith in #76
• add dx methods by @oscardssmith in #77
• always unthunk results by @oscardssmith in #79
• Add DiffractorRuleConfig to extra rrules by @mcabbott in #80
• Fix rrule_via_ad return type by @mcabbott in #86
• Mark tests broken based on nightly by @mcabbott in #87
• Accumulate NamedTuple + Tangent by @mcabbott in #88
• Remove broken link in README by @rikhuijzer in #91
• Use broadcasting rules from ChainRules by @mcabbott in #89
• Run on 1.9+ by @mcabbott in #93
• Diffractor: Bump to julia 1.10, prepare for stage 2 work by @Keno in #94
• WIP: Refactor forward mode data structures by @Keno in #54
• Very WIP: Stage2 revival by @Keno in #78
• Import stage2 demand-driven forward mode by @Keno in #95
• CompatHelper: add new compat entry for Cthulhu at version 2, (keep existing compat) by @github-actions in #96
• CompatHelper: add new compat entry for OffsetArrays at version 1, (keep existing compat) by @github-actions in #98
• Hookup demand-driven forward mode to the Diffractor runtime by @Keno in #99
• forward_demand: Implement bundle truncation by @Keno in #101
• Remove unnecessary @inbounds by @Keno in #103
• Improve inferability of forward mode data structures by @Keno in #104
• Implement higher order truncation by @Keno in #106
• updates to work on Julia master by @oscardssmith in #107
• Try to force better forward mode inference by @Keno in #111
• enable dependabot for GitHub actions by @ranocha in #115
• adjust to the latest JuliaLang/julia#master by @aviatesk in #114
• Adjust to base generated functions change by @Keno in #123
• Combined nightly fixes by @oxinabox in #127
• NFC cosmetic changes by @aviatesk in #128
• remove the hack by @aviatesk in #129
• follow up the @generated function update by @aviatesk in #130
• Document and clean sig on forward_diff_no_inf by @oxinabox in #121
• tidy up ADInterpreter constructor by @aviatesk in #132
• adjust to the upstream irinterp refactoring by @aviatesk in #135
• Compact show for ZeroBundle etc by @oxinabox in #136
• Fix codegen of fwd varargs by @Keno in #137
• fwd_demand: Fix handling of SSAValue in stmt position by @Keno in #138
• Correct treatment of QuoteNode in stmt position by @Keno in #140
• Fix show for tangent types with free diff level by @Keno in #139
• Add fwd rule for Core.ifelse by @Keno in #141
• Give correct method error by @oxinabox in #143
• Give better error message when hitting a builtin by @oxinabox in #145
• Disable broken reverse mode tests by @oxinabox in #144
• Forward mode handingly for Expr(:new, ) in forward_diff_no_inf! by @staticfloat in #148
• Silence annoyingly large type debugging show in tests by @staticfloat in #150
• Bump actions/cache from 1 to 3 by @dependabot in #118
• Bump actions/checkout from 2 to 3 by @dependabot in #117
• Bump actions/download-artifact from 2 to 3 by @dependabot in #119
• Bump actions/upload-artifact from 2 to 3 by @dependabot in #120
• removes @pure and some miscelanious cleanups by @oscardssmith in #108
• remove :loopinfo from IR by @oscardssmith in #154
• fix show Type{<:AbstractZeroBundle} by @oscardssmith in #155
• Fix getindex on CompositeBundle of a struct by @oxinabox in #153
• separate minor changes from #158 by @oscardssmith in #159
• Don't inline accesses to nonconst globals by @oxinabox in #160
• use IR_FLAG_REFINED rather than extra_reprocess to rerun inference by @oxinabox in #163
• Don't insert truncation within phi blocks by @oxinabox in #162
• reorganize tests by @oxinabox in #165
• remove noneffectfree per JuliaLang/julia#50313 by @oxinabox in #172
• Mark broken reverse mode tests broken by @oxinabox in #171
• Pass ssa instead of stmt to visit_custom!() by @staticfloat in #169
• Improve type inference of non-const GlobalRef's by @staticfloat in #168
• remove effect_free_and_nothrow by @oscardssmith in #174
• error for nonliterals by @oxinabox in #167
• bipass all Diffractor machinery if there are no partials by @oxinabox in #173
• fix reverse mode by @oscardssmith in #175
• Ignore :boundscheck and :code_coverage_effect IR nodes by @staticfloat in #176
• Ensure that :boundscheck is properly handled by @staticfloat in #177
• Pass maparg to transform by @Keno in #178
• Use replace_call!() to replace Expr(:call, ...) values by @staticfloat in #180
• stage2(forward): add method table backedge for non-existing frule method by @aviatesk in #182
• Allow visit_custom recursion to change the order by @Keno in #179
• Use @recompile_invalidations to heal Base/Core.Compiler invalidations by @topolarity in https://github.com/JuliaDiff/Diffr...