DifferentiationInterface-v0.6.52

DifferentiationInterface DifferentiationInterface-v0.6.52

Diff since DifferentiationInterface-v0.6.51

Merged pull requests:

• perf: optimize multibasis for sparse differentiation (#777) (@gdalle)

Closed issues:

• Avoid OneElement for basis creation by adding a GPUArrays extension (#776)

DifferentiationInterface-v0.6.51

DifferentiationInterface DifferentiationInterface-v0.6.51

Diff since DifferentiationInterface-v0.6.50

Merged pull requests:

• clarify doc for differentiate_with (#767) (@yebai)
• perf: remove Mooncake warmup during preparation (#772) (@gdalle)
• Fix typo in Scenario docstring (#773) (@penelopeysm)

Closed issues:

• Better preparation for Enzyme (#481)
• Assertion error with FastDifferentiation and ModelPredictiveControl (#765)

DifferentiationInterface-v0.6.50

DifferentiationInterface DifferentiationInterface-v0.6.50

Diff since DifferentiationInterface-v0.6.49

Merged pull requests:

• fix: erase cache contexts before building function in Symbolics (#760) (@gdalle)
• fix: store sparsity pattern for symbolic backends (#764) (@gdalle)

Closed issues:

• sparsity_pattern method is not defined for AutoSymbolics (#763)

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)

DifferentiationInterface-v0.6.49

DifferentiationInterface DifferentiationInterface-v0.6.49

Diff since DifferentiationInterface-v0.6.48

Merged pull requests:

• 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:

• value_and_gradient with Enzyme forward-mode returns a different type (#754)
• Symbolics.build_funciton now supports common-subexpression elimination (#758)

DifferentiationInterface-v0.6.48

DifferentiationInterface DifferentiationInterface-v0.6.48

Diff since DifferentiationInterface-v0.6.47

Merged pull requests:

• Remove 1 backtick in excess (#752) (@franckgaga)
• fix: handle constant ConstantOrCache with Enzyme and SCT (#753) (@gdalle)

DifferentiationInterface-v0.6.47

DifferentiationInterface DifferentiationInterface-v0.6.47

Diff since DifferentiationInterface-v0.6.46

Merged pull requests:

• feat: add new ConstantOrCache context (#749) (@gdalle)

DifferentiationInterface-v0.6.46

DifferentiationInterface DifferentiationInterface-v0.6.46

Diff since DifferentiationInterface-v0.6.45

Merged pull requests:

• feat: support nested tuples of arrays as Caches (#748) (@gdalle)

Closed issues:

• Support more complex caches (#747)

DifferentiationInterface-v0.6.45

DifferentiationInterface DifferentiationInterface-v0.6.45

Diff since DifferentiationInterface-v0.6.44

Merged pull requests:

• feat: test type consistency between preparation and execution (#745) (@gdalle)
• fix: clarify dispatch for preparation (#746) (@gdalle)

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)