v0.8.5

Yota v0.8.5

Diff since v0.8.4

Merged pull requests:

• Fix device of seed in the :auto mode (#141) (@dfdx)

v0.8.4

Yota v0.8.4

Diff since v0.8.2

Closed issues:

• Error "could not load symbol jl_typeinf_begin" when differentiating simple function in Julia 1.9.0 (#136)

Merged pull requests:

• Adapt for Julia 1.9 (#137) (@dfdx)
• Allow NNlib 0.9 (#138) (@mcabbott)
• Bunp version (#139) (@dfdx)

v0.8.2

Yota v0.8.2

Diff since v0.8.1

Merged pull requests:

• Flux examples (#130) (@dfdx)
• Faster grad (#132) (@dfdx)

v0.8.1

Yota v0.8.1

Diff since v0.8.0

Closed issues:

• No deriative rule found for struct constructor (#117)

Merged pull requests:

• Fix broadcast (#128) (@dfdx)
• Remove unused dependency (StructArrays) (#129) (@dfdx)

v0.8.0

Yota v0.8.0

Diff since v0.6.2

Closed issues:

• Functions with Varargs are nor properly handled (#84)
• Function to break down non-primitives on a tape into primitives (#94)
• Generic broadcast (#102)
• Primitivize rrules (#103)
• Core.Typeof instead of instance_type? (#109)
• op not defined in record_primitive assertion error (#110)
• Umlaut.getcode making invalid call (#113)
• ERROR: UndefVarError: to_same_device not defined (#115)
• MethodError: no method matching length(::Type{Val{2}}) when differentiating log-likelihood (#121)

Merged pull requests:

• More dynamic rrule via ad (#101) (@dfdx)
• Migrate from Ghost to Umlaut (#104) (@dfdx)
• Write code like it's 2022 (#105) (@dfdx)
• Docs (#106) (@dfdx)
• Even more generic broadcasted (#107) (@dfdx)
• fix isprimitive bug (#108) (@cscherrer)
• Fixes (#111) (@dfdx)
• Fix rule for getindex(::Tuple) (#116) (@mcabbott)
• Fix to same device (#119) (@dfdx)
• Adapt for Umlaut 0.4 (#120) (@dfdx)
• Fix kw rrule (#122) (@dfdx)
• Revert single-pass tracing/rrule transformation (#124) (@dfdx)
• Fix rrule for iterate. Update TagBot config (#125) (@dfdx)

v0.6.2

Yota v0.6.2

Diff since v0.6.1

Merged pull requests:

• Yota specific rrules (#100) (@dfdx)

v0.6.1

Yota v0.6.1

Diff since v0.6.0

Merged pull requests:

• Support ChainRulesCore.@opt_out (#98) (@dfdx)
• Value and pullback (#99) (@dfdx)

v0.6.0

Yota v0.6.0

Diff since v0.5.0

Update the list and versions of essential dependencies

Closed issues:

• Can't use broadcasting on non-primitives (#3)
• More gradients (#14)
• Investigate poor performance (#28)
• Tape BoundsError using dictionaries (#34)
• Nested Differentiation (#35)
• Use rrule from ChainRules.jl (#65)
• grad() fails for simple case since v0.5.0 (#90)
• Add docs for update_chain_rules!() (#91)
• Multi argument + not supported (#92)
• rrule piracy (#95)

Merged pull requests:

• Add the ability to specify a seed (#89) (@dfdx)
• Remove generic rrule for broadcasted (#96) (@dfdx)
• Migrate to Ghost v0.2, remove implicit dependency on CUDA (#97) (@dfdx)

v0.5.0

Yota v0.5.0

Diff since v0.4.4

Closed issues:

• Trainer API (#79)

Merged pull requests:

• Spring cleaning (#80) (@dfdx)
• Benchmark pkg (#81) (@dfdx)
• Benchmarks in CI (#82) (@dfdx)
• Next generation of Yota (#85) (@dfdx)
• Loop operation (#87) (@dfdx)
• No tracer no cry (#88) (@dfdx)

v0.4.4

Yota v0.4.4

Diff since v0.4.3

Merged pull requests:

• More consistency (#75) (@dfdx)