DifferentiationInterfaceTest-v0.9.6

DifferentiationInterfaceTest DifferentiationInterfaceTest-v0.9.6

Diff since DifferentiationInterfaceTest-v0.9.5

Merged pull requests:

• feat: fast prep modification for in-place FiniteDiff (#734) (@gdalle)
• fix: support Cache in sparsity detection with SparseConnectivityTracer (#739) (@gdalle)
• fix: check ForwardDiff tag manually to exclude contexts from it (#740) (@gdalle)
• perf: preallocate Cache during preparation for ForwardDiff (#741) (@gdalle)
• docs: improve and automate docstrings (#742) (@gdalle)
• perf: HVP with in-place gradient + inner preparation (#743) (@gdalle)
• chore: correct version number (#744) (@gdalle)
• feat: test type consistency between preparation and execution (#745) (@gdalle)
• fix: clarify dispatch for preparation (#746) (@gdalle)
• feat: support nested tuples of arrays as Caches (#748) (@gdalle)
• feat: add new ConstantOrCache context (#749) (@gdalle)
• Remove 1 backtick in excess (#752) (@franckgaga)
• fix: handle constant ConstantOrCache with Enzyme and SCT (#753) (@gdalle)
• compat: allow ForwardDiff v1.0 (#755) (@gdalle)
• compat: allow ForwardDiff v1.0 in DIT (#756) (@gdalle)
• perf: use common subexpression elimination in AutoSymbolics (#759) (@baggepinnen)

Closed issues:

• Preparation for second order (#86)
• Resizing preparation results (#519)
• Add Cache as another type of context (#551)
• Function annotation doesn't work for second-order Enzyme (#592)
• Fast preparation modification for FiniteDiff backend (#731)
• Mooncake Jacobian preperation fails when everything is a static array. (#736)
• TracerSparsityDetector + in-place RHS cache fails (#737)
• using prep for out of place method? (#738)
• Support more complex caches (#747)
• value_and_gradient with Enzyme forward-mode returns a different type (#754)
• Symbolics.build_funciton now supports common-subexpression elimination (#758)