DifferentiationInterface-v0.3.0

What's Changed

• Add Enzyme v0.12 compat by @gdalle in #196
• Upgrade to ADTypes v1.0 by @gdalle in #194
• Fix README by @gdalle in #201
• Reorganize files by @gdalle in #202
• Fix mode for second order by @gdalle in #205
• [WIP] Fixes showing up on testing with Optimization.jl by @Vaibhavdixit02 in #208
• Add support for AutoEnzyme(mode=nothing) by @gdalle in #211
• Generate table of overloads in docs by @adrhill in #207
• Safe benchmark by @gdalle in #213
• Separate compressed evaluation and decompression for sparse by @gdalle in #212
• Update backend documentation by @adrhill in #215
• Throw informative errors when backends are not loaded by @adrhill in #214
• Reexport backends from ADTypes by @adrhill in #217
• Implement DifferentiateWith to translate between backends by @gdalle in #218
• Fix doctest in DifferentiateWith by @gdalle in #219
• Simplify tutorial and README by @adrhill in #216
• Add logo by @adrhill in #220
• Fix logo URL in README by @adrhill in #221
• More efficient sparsity handling by @gdalle in #222
• Optimal sparse decompression by @gdalle in #223
• Alloc-free pushforward with ForwardDiff by @gdalle in #227
• Less allocs in ForwardDiff by @gdalle in #228
• Rename mutation_support into twoarg_support by @gdalle in #230
• Tag depends on ForwardDiff backend object by @gdalle in #229
• Add type annotations on f in DI by @gdalle in #231
• Better benchmarking + type annotations for ForwardDiff by @gdalle in #232
• Tests for no alloc and reduced calls in (sparse) ForwardDiff by @gdalle in #233
• Improve docs by @gdalle in #234

New Contributors

• @Vaibhavdixit02 made their first contribution in #208

Full Changelog: DifferentiationInterface-v0.2.1...DifferentiationInterface-v0.3.0

DifferentiationInterfaceTest-v0.2.1

What's Changed

• Fix FiniteDiff Hessian cache by @gdalle in #185
• Add Register Action by @gdalle in #187
• Improve Enzyme in forward mode with chunk size by @gdalle in #186
• Pullback for FastDifferentiation by @gdalle in #188
• More tests for sparse Jacobians and Hessians by @gdalle in #189
• Boost code coverage by @gdalle in #190
• Check hessian with size 2 by @gdalle in #191
• Add Enzyme v0.12 to compat by @gdalle in #193
• Revert "Add Enzyme v0.12 to compat" by @gdalle in #195

Full Changelog: DifferentiationInterfaceTest-v0.2.0...DifferentiationInterfaceTest-v0.2.1

DifferentiationInterface-v0.2.1

What's Changed

• Fix FiniteDiff Hessian cache by @gdalle in #185
• Add Register Action by @gdalle in #187
• Improve Enzyme in forward mode with chunk size by @gdalle in #186
• Pullback for FastDifferentiation by @gdalle in #188
• More tests for sparse Jacobians and Hessians by @gdalle in #189
• Boost code coverage by @gdalle in #190
• Check hessian with size 2 by @gdalle in #191
• Add Enzyme v0.12 to compat by @gdalle in #193
• Revert "Add Enzyme v0.12 to compat" by @gdalle in #195

Full Changelog: DifferentiationInterfaceTest-v0.2.0...DifferentiationInterface-v0.2.1

DifferentiationInterfaceTest-v0.2.0

What's Changed

• Update README for release by @adrhill in #163
• Remove reference to BangBang by @gdalle in #167
• Renounce BangBang, enforce mutation by @gdalle in #169
• Switch order of arguments in preparation by @gdalle in #177
• Only jacobian and hessian for sparse backends by @gdalle in #179
• Gradient for AutoFastDifferentiation + some renaming by @gdalle in #180
• Prepare pushforward and pullback with seed by @gdalle in #181
• Add AutoSymbolics by @gdalle in #182
• Fallback from sparse to dense by @gdalle in #183

Full Changelog: DifferentiationInterfaceTest-v0.1.0...DifferentiationInterfaceTest-v0.2.0

DifferentiationInterface-v0.2.0

What's Changed

• Update README for release by @adrhill in #163
• Remove reference to BangBang by @gdalle in #167
• Renounce BangBang, enforce mutation by @gdalle in #169
• Switch order of arguments in preparation by @gdalle in #177
• Only jacobian and hessian for sparse backends by @gdalle in #179
• Gradient for AutoFastDifferentiation + some renaming by @gdalle in #180
• Prepare pushforward and pullback with seed by @gdalle in #181
• Add AutoSymbolics by @gdalle in #182
• Fallback from sparse to dense by @gdalle in #183

Full Changelog: DifferentiationInterfaceTest-v0.1.0...DifferentiationInterface-v0.2.0

DifferentiationInterfaceTest-v0.1.0

Bound DI compat in DIT (#162)

DifferentiationInterface-v0.1.0

Initial release of DifferentiationInterface