v7.59.0

SciMLSensitivity v7.59.0

Diff since v7.58.0

Merged pull requests:

• Fix doc build for Optimization updates (#1052) (@ChrisRackauckas)
• Fully zero all memory in QuadratureAdjoint (#1053) (@ChrisRackauckas)
• CompatHelper: bump compat for OptimizationOptimJL to 0.3 for package docs, (keep existing compat) (#1054) (@github-actions[bot])
• Test if doc build succeeds now? (#1055) (@ChrisRackauckas)

v7.58.0

SciMLSensitivity v7.58.0

Diff since v7.57.0

Merged pull requests:

• use GaussAdjoint in automatic sensealg (#993) (@ArnoStrouwen)
• Fix Array of Structs to Struct of Array in ReverseDiff (#1026) (@ChrisRackauckas)
• fix some deprecations (#1047) (@ArnoStrouwen)

Closed issues:

• ReverseDiffAdjoint fails on implicit solvers (#581)

v7.57.0

SciMLSensitivity v7.57.0

Diff since v7.56.2

Merged pull requests:

• fix sign mistake in direct sensitivity tutorial (#1038) (@ArnoStrouwen)
• Bump julia-actions/setup-julia from 1 to 2 (#1039) (@dependabot[bot])
• CompatHelper: bump compat for DataInterpolations to 5 for package docs, (keep existing compat) (#1045) (@github-actions[bot])
• Revert no enzyme on Windows (#1046) (@ChrisRackauckas)
• Fix tests (#1050) (@ChrisRackauckas)

Closed issues:

• Adjoints for LinearSolve (#832)
• Split off core API and functionality into a SciMLSensitivityCore package (#1036)
• Package SciMLSensitivity errored during testing (received signal: KILL) (#1041)

v7.56.2

SciMLSensitivity v7.56.2

Diff since v7.56.1

Merged pull requests:

• Fix default algorithm adjoint (#1031) (@ChrisRackauckas)
• Fix Test Failures (#1033) (@avik-pal)

Closed issues:

• Zygote gradient does not agree with finite difference (#1000)
• ERROR: LoadError: MethodError: no method matching forwarddiffs_model_time(::Nothing) (#1027)

v7.56.1

SciMLSensitivity v7.56.1

Diff since v7.56.0

Merged pull requests:

• Bump codecov/codecov-action from 3 to 4 (#1005) (@dependabot[bot])
• reapply formatter (#1020) (@ArnoStrouwen)
• Enzyme2 (#1021) (@ArnoStrouwen)
• Enzyme not compatible with ReverseDiffAdjoint and TrackerAdjoint (#1022) (@ArnoStrouwen)
• add more info to AD backend failures (#1023) (@ArnoStrouwen)
• Split leaky testset into separate group (#1024) (@ArnoStrouwen)
• Fix Gauss integrand sign change for DiffEqCallbacks change (#1030) (@ChrisRackauckas)

Closed issues:

• Lux branching (#997)

v7.56.0

SciMLSensitivity v7.56.0

Diff since v7.55.0

Merged pull requests:

• fix EnzymeVJP in automatic_sensealg_choice (#1004) (@ArnoStrouwen)
• Bump crate-ci/typos from 1.17.2 to 1.18.1 (#1006) (@dependabot[bot])
• [skip ci] Update dependabot.yml (#1007) (@ArnoStrouwen)
• Tutorial with no sensealg and no Enzyme bitcode replacement (#1014) (@ArnoStrouwen)
• CompatHelper: add new compat entry for Enzyme at version 0.11 for package docs, (keep existing compat) (#1015) (@github-actions[bot])
• CompatHelper: bump compat for DiffEqCallbacks to 3, (keep existing compat) (#1017) (@github-actions[bot])
• CompatHelper: bump compat for DiffEqCallbacks to 3 for package docs, (keep existing compat) (#1018) (@github-actions[bot])
• CompatHelper: bump compat for DiffEqCallbacks to 3 for package gpu, (keep existing compat) (#1019) (@github-actions[bot])

Closed issues:

• Failure to deploy docs (#990)

v7.55.0

SciMLSensitivity v7.55.0

Diff since v7.53.0

Merged pull requests:

• wrap safetestsets into testset per GROUP (#986) (@ArnoStrouwen)
• ci(buildkite): rotate encrypted SECRET_DOCUMENTER_KEY (#998) (@thazhemadam)
• fix regression in second order adjoint example (#999) (@ArnoStrouwen)
• ci: rename DOCUMENTER_KEY to TAGBOT_KEY (#1003) (@thazhemadam)

v7.53.0

SciMLSensitivity v7.53.0

Diff since v7.52.0

Merged pull requests:

• typos CI (#981) (@ArnoStrouwen)
• Bump actions/checkout from 3 to 4 (#983) (@dependabot[bot])
• Bump crate-ci/typos from 1.16.23 to 1.17.2 (#984) (@dependabot[bot])
• Bump actions/cache from 3 to 4 (#985) (@dependabot[bot])
• fix documentation examples (#987) (@ArnoStrouwen)
• CompatHelper: add new compat entry for OptimizationFlux at version 0.2 for package docs, (keep existing compat) (#988) (@github-actions[bot])
• CompatHelper: add new compat entry for StaticArrays at version 1 for package docs, (keep existing compat) (#989) (@github-actions[bot])

v7.52.0

SciMLSensitivity v7.52.0

Diff since v7.47.0

Merged pull requests:

• chore: bump RecursiveArrayTools compat (#930) (@AayushSabharwal)
• Remove undefined exports (#937) (@avik-pal)
• Remove dropped kwargs from DynamicSS (#941) (@avik-pal)
• Number strategies consistently (#946) (@moble)
• End of Year Housekeeping (#948) (@avik-pal)
• CompatHelper: bump compat for RecursiveArrayTools to 3 for package docs, (keep existing compat) (#950) (@github-actions[bot])
• CompatHelper: add new compat entry for DelayDiffEq at version 5 for package docs, (keep existing compat) (#952) (@github-actions[bot])
• CompatHelper: add new compat entry for DelimitedFiles at version 1 for package docs, (keep existing compat) (#953) (@github-actions[bot])
• CompatHelper: add new compat entry for LuxCUDA at version 0.3 for package docs, (keep existing compat) (#954) (@github-actions[bot])
• Handle non-vectors properly (#956) (@avik-pal)
• CompatHelper: bump compat for Adapt to 4, (keep existing compat) (#957) (@github-actions[bot])
• Added tests to prevent future issue #942 (#958) (@ThummeTo)
• Make ReverseDiffAdjoint return ODE solutions (#961) (@ChrisRackauckas)
• pass shadow closure incase f is a closure (#962) (@ArbitRandomUser)
• v1.10 and RAT v3 (#965) (@ChrisRackauckas)
• Fix finitediff complex adjoints (#967) (@ChrisRackauckas)
• Try fixing the 2nd callback test set (#971) (@ChrisRackauckas)
• A few small master fixes (#972) (@ChrisRackauckas)

Closed issues:

• SteadyStateAdjointProblem and Conv: Slow fallback implementation invoked for conv! (#473)
• adjoint_sensitivities and CVODE_BDF crashes for medium sized stiff ODE model (#795)
• ReverseDiffAdjoint not working with losses that call sol.u (#894)
• autojacvec = true produces error with adjoint_sensitivities() (#896)
• Error with complex numbers (#938)
• ReverseDiff leads to wrong sensitivities over ODESolution (#942)
• ReverseDiffAdjoint is failing (for simple example) on implicit solver (#943)

v7.47.0

Update Project.toml