Releases: JuliaDiff/DifferentiationInterface.jl
DifferentiationInterfaceTest-v0.5.0
TLDR
Breaking changes to the Scenario API in #323. The constructors now require more data, the ref_backend has (temporarily?) disappeared for test_differentiation, and benchmark_differentiation directly returns a DataFrame.
What's Changed
- Replace closures with callable structs in second order by @gdalle in #315
- Add dev guide to docs by @gdalle in #317
- Rename p to dg for Hessian-vector product by @gdalle in #318
- Update CITATION by @adrhill in #322
- Revamp test scenarios by @gdalle in #323
- Batched pushforward, pullback and hvp by @gdalle in #320
- Update SCT compat in DIT by @gdalle in #327
- Batched ForwardDiff pushforward by @gdalle in #328
- Batched HVP by @gdalle in #330
- Test batched operators by @gdalle in #331
- Remove custom printing by @gdalle in #332
- Fix backend display in docs by @gdalle in #333
- Better seed handling in Jacobian and Hessian by @gdalle in #334
- Fix DifferentiationInterfaceTest tutorial by @gdalle in #335
- Bump versions by @gdalle in #336
- Improve type stability of Jacobians and Hessian, fix test scenarios by @gdalle in #337
Full Changelog: DifferentiationInterfaceTest-v0.4.4...DifferentiationInterfaceTest-v0.5.0
Contributors
Assets 2
DifferentiationInterface-v0.5.6
TLDR
A lot of internal changes to allow for batched mode pushforward, pullback and hvp (propagating several seeds at once) in #320 and other PRs. The end result is that jacobian and hessian should be faster for the backends that support it, in both dense and sparse settings.
At the moment, batched mode is not public API, and only works with ForwardDiff (by storing several Partials in a Dual number), but I plan to add Enzyme soon (leveraging BatchDuplicated). When I say "not public API", I mean that users will reap the benefits by default when they call jacobian or hessian, but shouldn't rely on the lower-level primitives pushforward, pullback and hvp to work in batched mode (this behavior is not documented anyway).
What's Changed
- Replace closures with callable structs in second order by @gdalle in #315
- Add dev guide to docs by @gdalle in #317
- Rename p to dg for Hessian-vector product by @gdalle in #318
- Update CITATION by @adrhill in #322
- Revamp test scenarios by @gdalle in #323
- Batched pushforward, pullback and hvp by @gdalle in #320
- Update SCT compat in DIT by @gdalle in #327
- Batched ForwardDiff pushforward by @gdalle in #328
- Batched HVP by @gdalle in #330
- Test batched operators by @gdalle in #331
- Remove custom printing by @gdalle in #332
- Fix backend display in docs by @gdalle in #333
- Better seed handling in Jacobian and Hessian by @gdalle in #334
- Fix DifferentiationInterfaceTest tutorial by @gdalle in #335
- Bump versions by @gdalle in #336
- Improve type stability of Jacobians and Hessian, fix test scenarios by @gdalle in #337
Full Changelog: DifferentiationInterface-v0.5.5...DifferentiationInterface-v0.5.6
Contributors
Assets 2
DifferentiationInterfaceTest-v0.4.4
Contributors
Assets 2
DifferentiationInterface-v0.5.5
Contributors
Assets 2
DifferentiationInterfaceTest-v0.4.3
What's Changed
- Better preparation for second order with single backend by @gdalle in #287
- Bump DI version to 0.5.2 by @gdalle in #288
- Fix DIT test badge by @gdalle in #289
- Put backend tests into folders by @gdalle in #292
- Fix backend printing by @gdalle in #294
- Remove Symbolics sparsity detector by @gdalle in #295
- Add DenseSparsityDetector by @gdalle in #297
- Update fallback for mutating second-order operators by @gdalle in #298
- Remove last remnants of SymbolicsSparsityDetector by @gdalle in #301
- Operators that combine first and second order by @gdalle in #300
- Make Zygote extension depend on ForwardDiff too by @gdalle in #303
- Measure code coverage for test folder too by @gdalle in #304
- Test on 1.11 by @gdalle in #302
- Implement
value_gradient_and_hessianby @gdalle in #305 - Fix docs typo by @gdalle in #306
- Bump DI compat in DIT by @gdalle in #308
Full Changelog: DifferentiationInterfaceTest-v0.4.2...DifferentiationInterfaceTest-v0.4.3
Contributors
Assets 2
DifferentiationInterface-v0.5.4
What's Changed
- Update fallback for mutating second-order operators by @gdalle in #298
- Remove last remnants of SymbolicsSparsityDetector by @gdalle in #301
- Operators that combine first and second order by @gdalle in #300
- Make Zygote extension depend on ForwardDiff too by @gdalle in #303
- Measure code coverage for test folder too by @gdalle in #304
- Test on 1.11 by @gdalle in #302
- Implement
value_gradient_and_hessianby @gdalle in #305 - Fix docs typo by @gdalle in #306
- Bump DI compat in DIT by @gdalle in #308
Full Changelog: DifferentiationInterface-v0.5.3...DifferentiationInterface-v0.5.4
Contributors
Assets 2
DifferentiationInterface-v0.5.3
What's Changed
- Fix DIT test badge by @gdalle in #289
- Put backend tests into folders by @gdalle in #292
- Fix backend printing by @gdalle in #294
- Remove Symbolics sparsity detector by @gdalle in #295
- Add DenseSparsityDetector by @gdalle in #297
Full Changelog: DifferentiationInterface-v0.5.2...DifferentiationInterface-v0.5.3
Contributors
Assets 2
DifferentiationInterfaceTest-v0.4.2
What's Changed
- Re-add Enzyme test by @gdalle in #279
- Update SCT compat by @gdalle in #281
- No mapreduce in default test scenarios by @gdalle in #282
- Fix broken link by @roflmaostc in #283
- Better hessian check, Const(f) in Enzyme by @gdalle in #284
- Support second order for Enzyme, take 2 by @gdalle in #285
New Contributors
- @roflmaostc made their first contribution in #283
Full Changelog: DifferentiationInterfaceTest-v0.4.1...DifferentiationInterfaceTest-v0.4.2
Contributors
Assets 2
DifferentiationInterface-v0.5.2
What's Changed
- Better preparation for second order with single backend by @gdalle in #287
- Bump DI version to 0.5.2 by @gdalle in #288
Full Changelog: DifferentiationInterface-v0.5.1...DifferentiationInterface-v0.5.2
Contributors
Assets 2
DifferentiationInterface-v0.5.1
What's Changed
- Re-add Enzyme test by @gdalle in #279
- Update SCT compat by @gdalle in #281
- No mapreduce in default test scenarios by @gdalle in #282
- Fix broken link by @roflmaostc in #283
- Better hessian check, Const(f) in Enzyme by @gdalle in #284
- Support second order for Enzyme, take 2 by @gdalle in #285
New Contributors
- @roflmaostc made their first contribution in #283
Full Changelog: DifferentiationInterface-v0.5.0...DifferentiationInterface-v0.5.1