v0.1.0

What's Changed

• Adds tests to begin familiarizing with the diff engine. by @Transurgeon in #1
• [Ready for review] Refactor polymorphism by @dance858 in #2
• Adds convert function from cvxpy problem to C by @Transurgeon in #3
• [Ready for review] Rel entr and hstack hessian by @dance858 in #4
• [Ready for review] Hessian for elementwise multiplication by @dance858 in #6
• [Ready to merge] hessian for quad form by @dance858 in #8
• [Ready for review] Prod atom by @dance858 in #9
• Precompute sparsity pattern for a few atoms and start on trace by @dance858 in #11
• [Ready for review] Adds problem struct, neg and promote atoms and a lot more tests by @Transurgeon in #5
• [WIP] fixed matrix case for relative entropy by @dance858 in #12
• [WIP] efficient assembly of problem hessian by @dance858 in #13
• Extension of hessian implementation with python and more tests. by @Transurgeon in #14
• merging william's code by @dance858 in #15
• Setup python workflow by @Transurgeon in #16
• Left and right matmul. by @dance858 in #17
• adds many bindings to test more problems in DNLP by @Transurgeon in #18
• Clean up problem by @dance858 in #19
• Adds indexing atom implementation and other bindings by @Transurgeon in #20
• Reshape atom fixed by @dance858 in #23
• Add Prod atom Python binding by @Transurgeon in #24
• [WIP] Broadcasting by @dance858 in #25
• Move CVXPY converters to DNLP repo, simplify to pure C bindings by @Transurgeon in #26
• New dimension convention and bug fixes by @dance858 in #27
• Affine shortcut by @dance858 in #28
• Product with axis = 0 by @dance858 in #29
• Prod axis one by @dance858 in #30
• Prod axis one by @dance858 in #31
• update to gitignore by @Transurgeon in #32
• Matmul two variables by @dance858 in #33
• adds constant offset argument in linear op by @Transurgeon in #34
• transpose implementation by @dance858 in #36
• Diag vec by @Transurgeon in #35
• Remove Python packaging, integrate as DNLP submodule by @Transurgeon in #37
• Add release workflow and documentation by @Transurgeon in #38
• Pre-release v0.1.0 by @dance858 in #39

New Contributors

• @Transurgeon made their first contribution in #1
• @dance858 made their first contribution in #2

Full Changelog: https://github.com/dance858/DNLP-Differentiation-Engine/commits/v0.1.0