DifferentiationInterface-v0.6.44

DifferentiationInterface DifferentiationInterface-v0.6.44

Diff since DifferentiationInterface-v0.6.43

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)

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)