DifferentiationInterfaceTest-v0.11.0

DifferentiationInterfaceTest DifferentiationInterfaceTest-v0.11.0

Diff since DifferentiationInterfaceTest-v0.10.4

Breaking changes

Removed JET, Chairmarks and DataFrames dependencies:

• To analyze type stability, run using JET first
• To benchmark, run using Chairmarks first and manually convert the resulting table into a DataFrame if necessary

Merged pull requests:

• Minor tweaks to "Mathematical model" docs (#922) (@adrhill)
• docs: clarify multithreading limitations (#923) (@gdalle)
• chore: replace CompatHelper with dependabot (#924) (@gdalle)
• chore: revamp testing CI with dedicated environments (#926) (@gdalle)
• perf: improve wrong-mode pushforward/pullback for scalars (#931) (@gdalle)
• fix: improve wrong-mode pushforward/pullback (#932) (@gdalle)
• chore: ignore Diffractor in dependabot (#933) (@gdalle)
• chore(deps): bump actions/checkout from 5 to 6 (#934) (@dependabot[bot])
• test: toggle fail fast (#936) (@gdalle)
• fix: function shadows for higher-order Enzyme (#943) (@gdalle)
• feat: allow non-numeric arguments with AutoSymbolics (#945) (@AayushSabharwal)
• chore: bump DI to v0.7.13 (#946) (@gdalle)
• Fix inner preparation behavior for Mooncake (#948) (@yebai)
• chore: bump DI + changelog (#952) (@gdalle)
• fix: overloaded_input_type for one-element vector input (#954) (@ErikQQY)
• test: bypass failing Enzyme test until upstream fix (#955) (@gdalle)
• chore: bump DI to v0.7.15 (#956) (@gdalle)
• fix!: turn Chairmarks and JET into weakdeps (#958) (@gdalle)

Closed issues:

• Overhead of function call to get output shape in pushforward-via-pullback (#930)
• Fix second order with FunctionContext in Enzyme (#937)
• This is not an issue (#941)
• Missing _shadow method in Enzyme extension (#942)
• Missing basis method (#944)
• Precompilation error with weakdeps (#947)
• inner second order and outer optimization AD? (#953)