DifferentiationInterface.jl
An interface to various automatic differentiation backends in Julia.
MIT License
Stars
103
Ecosystems:
The Julia Language
DifferentiationInterface.jl
- DifferentiationInterface-v0.3.4
Published by gdalle 6 months ago
What's Changed
- Separate tests by backend by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/244
- Sort tests into single and double backends by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/245
- Move coloring soundness tests to DIT by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/246
- Add Symbolics to backend docs by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/247
- Clean up tests by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/248
- Julia 1.6 compat by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/243
- Fix warning indentation by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/250
Full Changelog: https://github.com/gdalle/DifferentiationInterface.jl/compare/DifferentiationInterface-v0.3.3...DifferentiationInterface-v0.3.4
DifferentiationInterface.jl
- DifferentiationInterface-v0.3.3
Published by gdalle 6 months ago
What's Changed
- Speed up coloring by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/242
Full Changelog: https://github.com/gdalle/DifferentiationInterface.jl/compare/DifferentiationInterface-v0.3.2...DifferentiationInterface-v0.3.3
DifferentiationInterface.jl
- DifferentiationInterface-v0.3.2
Published by gdalle 6 months ago
What's Changed
- Add Zenodo DOIs by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/238
- Fix links in sparse tutorial by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/239
- Updates for Tapir by @willtebbutt in https://github.com/gdalle/DifferentiationInterface.jl/pull/241
New Contributors
- @willtebbutt made their first contribution in https://github.com/gdalle/DifferentiationInterface.jl/pull/241
Full Changelog: https://github.com/gdalle/DifferentiationInterface.jl/compare/DifferentiationInterface-v0.3.1...DifferentiationInterface-v0.3.2
DifferentiationInterface.jl
- DifferentiationInterface-v0.3.1
Published by gdalle 6 months ago
What's Changed
- Remove SparseDiffTools from README by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/235
- Add details on sparsity by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/237
Full Changelog: https://github.com/gdalle/DifferentiationInterface.jl/compare/DifferentiationInterface-v0.3.0...DifferentiationInterface-v0.3.1
DifferentiationInterface.jl
- DifferentiationInterfaceTest-v0.3.0
Published by gdalle 6 months ago
What's Changed
- Add Enzyme v0.12 compat by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/196
- Upgrade to ADTypes v1.0 by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/194
- Fix README by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/201
- Reorganize files by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/202
- Fix mode for second order by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/205
- [WIP] Fixes showing up on testing with Optimization.jl by @Vaibhavdixit02 in https://github.com/gdalle/DifferentiationInterface.jl/pull/208
- Add support for AutoEnzyme(mode=nothing) by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/211
- Generate table of overloads in docs by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/207
- Safe benchmark by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/213
- Separate compressed evaluation and decompression for sparse by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/212
- Update backend documentation by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/215
- Throw informative errors when backends are not loaded by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/214
- Reexport backends from ADTypes by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/217
- Implement DifferentiateWith to translate between backends by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/218
- Fix doctest in DifferentiateWith by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/219
- Simplify tutorial and README by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/216
- Add logo by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/220
- Fix logo URL in README by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/221
- More efficient sparsity handling by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/222
- Optimal sparse decompression by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/223
- Alloc-free pushforward with ForwardDiff by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/227
- Less allocs in ForwardDiff by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/228
- Rename
mutation_supportintotwoarg_supportby @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/230 - Tag depends on ForwardDiff backend object by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/229
- Add type annotations on f in DI by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/231
- Better benchmarking + type annotations for ForwardDiff by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/232
- Tests for no alloc and reduced calls in (sparse) ForwardDiff by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/233
- Improve docs by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/234
New Contributors
- @Vaibhavdixit02 made their first contribution in https://github.com/gdalle/DifferentiationInterface.jl/pull/208
Full Changelog: https://github.com/gdalle/DifferentiationInterface.jl/compare/DifferentiationInterfaceTest-v0.2.1...DifferentiationInterfaceTest-v0.3.0
DifferentiationInterface.jl
- DifferentiationInterface-v0.3.0
Published by gdalle 6 months ago
What's Changed
- Add Enzyme v0.12 compat by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/196
- Upgrade to ADTypes v1.0 by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/194
- Fix README by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/201
- Reorganize files by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/202
- Fix mode for second order by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/205
- [WIP] Fixes showing up on testing with Optimization.jl by @Vaibhavdixit02 in https://github.com/gdalle/DifferentiationInterface.jl/pull/208
- Add support for AutoEnzyme(mode=nothing) by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/211
- Generate table of overloads in docs by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/207
- Safe benchmark by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/213
- Separate compressed evaluation and decompression for sparse by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/212
- Update backend documentation by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/215
- Throw informative errors when backends are not loaded by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/214
- Reexport backends from ADTypes by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/217
- Implement DifferentiateWith to translate between backends by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/218
- Fix doctest in DifferentiateWith by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/219
- Simplify tutorial and README by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/216
- Add logo by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/220
- Fix logo URL in README by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/221
- More efficient sparsity handling by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/222
- Optimal sparse decompression by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/223
- Alloc-free pushforward with ForwardDiff by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/227
- Less allocs in ForwardDiff by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/228
- Rename
mutation_supportintotwoarg_supportby @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/230 - Tag depends on ForwardDiff backend object by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/229
- Add type annotations on f in DI by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/231
- Better benchmarking + type annotations for ForwardDiff by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/232
- Tests for no alloc and reduced calls in (sparse) ForwardDiff by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/233
- Improve docs by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/234
New Contributors
- @Vaibhavdixit02 made their first contribution in https://github.com/gdalle/DifferentiationInterface.jl/pull/208
Full Changelog: https://github.com/gdalle/DifferentiationInterface.jl/compare/DifferentiationInterface-v0.2.1...DifferentiationInterface-v0.3.0
DifferentiationInterface.jl
- DifferentiationInterfaceTest-v0.2.1
Published by gdalle 6 months ago
What's Changed
- Fix FiniteDiff Hessian cache by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/185
- Add Register Action by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/187
- Improve Enzyme in forward mode with chunk size by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/186
- Pullback for FastDifferentiation by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/188
- More tests for sparse Jacobians and Hessians by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/189
- Boost code coverage by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/190
- Check hessian with size 2 by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/191
- Add Enzyme v0.12 to compat by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/193
- Revert "Add Enzyme v0.12 to compat" by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/195
Full Changelog: https://github.com/gdalle/DifferentiationInterface.jl/compare/DifferentiationInterfaceTest-v0.2.0...DifferentiationInterfaceTest-v0.2.1
DifferentiationInterface.jl
- DifferentiationInterface-v0.2.1
Published by gdalle 6 months ago
What's Changed
- Fix FiniteDiff Hessian cache by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/185
- Add Register Action by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/187
- Improve Enzyme in forward mode with chunk size by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/186
- Pullback for FastDifferentiation by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/188
- More tests for sparse Jacobians and Hessians by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/189
- Boost code coverage by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/190
- Check hessian with size 2 by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/191
- Add Enzyme v0.12 to compat by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/193
- Revert "Add Enzyme v0.12 to compat" by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/195
Full Changelog: https://github.com/gdalle/DifferentiationInterface.jl/compare/DifferentiationInterfaceTest-v0.2.0...DifferentiationInterface-v0.2.1
DifferentiationInterface.jl
- DifferentiationInterfaceTest-v0.2.0
Published by gdalle 6 months ago
What's Changed
- Update README for release by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/163
- Remove reference to BangBang by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/167
- Renounce BangBang, enforce mutation by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/169
- Switch order of arguments in preparation by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/177
- Only jacobian and hessian for sparse backends by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/179
- Gradient for AutoFastDifferentiation + some renaming by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/180
- Prepare pushforward and pullback with seed by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/181
- Add AutoSymbolics by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/182
- Fallback from sparse to dense by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/183
Full Changelog: https://github.com/gdalle/DifferentiationInterface.jl/compare/DifferentiationInterfaceTest-v0.1.0...DifferentiationInterfaceTest-v0.2.0
DifferentiationInterface.jl
- DifferentiationInterface-v0.2.0
Published by gdalle 6 months ago
What's Changed
- Update README for release by @adrhill in https://github.com/gdalle/DifferentiationInterface.jl/pull/163
- Remove reference to BangBang by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/167
- Renounce BangBang, enforce mutation by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/169
- Switch order of arguments in preparation by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/177
- Only jacobian and hessian for sparse backends by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/179
- Gradient for AutoFastDifferentiation + some renaming by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/180
- Prepare pushforward and pullback with seed by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/181
- Add AutoSymbolics by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/182
- Fallback from sparse to dense by @gdalle in https://github.com/gdalle/DifferentiationInterface.jl/pull/183
Full Changelog: https://github.com/gdalle/DifferentiationInterface.jl/compare/DifferentiationInterfaceTest-v0.1.0...DifferentiationInterface-v0.2.0
DifferentiationInterface.jl
- DifferentiationInterface-v0.1.0
Published by gdalle 7 months ago
Initial release of DifferentiationInterface
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