v0.1.0

SparseADRules v0.1.0

Closed issues:

• Matrix-Vector Performance Gap: Reversible memory management (#1)
• rebase on top of NiLangCore (#9)
• add rrule for imul (#10)
• performance gap of imul on Adjoint(::Sparse)-dense (#13)
• add rrule in complex cases (#22)
• sparse vector dot rrule failed some cases (#28)
• A using case: iterative dominant eigensolver (#30)
• Zygote gradient error on svd (#31)
• Implement lowrank_svd in NiSparseArrays (#35)

Merged pull requests:

• [CI] update CI configuration (#3) (@johnnychen94)
• Testing jacobian matrices (#4) (@GiggleLiu)
• Add imul! for dense-sparse multiplication (#8) (@johnnychen94)
• [WIP] add jacobian on smm and adjoint smm (#12) (@jieli-matrix)
• add rrule for *(::Sparse, ::Dense) (#18) (@johnnychen94)
• Review: add all imul! methods (#20) (@jieli-matrix)
• readme-draft (#23) (@jieli-matrix)
• add support for complex cases (#24) (@jieli-matrix)
• Fix idot bug (#25) (@GiggleLiu)
• [Review] add rrule for sparse idot (#26) (@jieli-matrix)
• sparse vector dot rrule failed some cases (#29) (@jieli-matrix)
• eigen solver examples add (#32) (@jieli-matrix)
• add use case to readme (#34) (@jieli-matrix)
• low rank svd on sparse matrix (#36) (@jieli-matrix)
• [Review]: rrule on qr (#37) (@jieli-matrix)
• AD on LowrankSVD (#39) (@jieli-matrix)
• 完善文档 (#40) (@jieli-matrix)
• rename the package (#41) (@jieli-matrix)
• rename to SparseADRules (#42) (@jieli-matrix)