v0.2.0

v0.2.0 (2019-07-01)

Diff since v0.1.0

Closed issues:

• Register (#42)
• Color vectors for BandedBlockBandedMatrix (#33)
• Register (#31)
• Hessian-Vector Products (#28)
• Respect the chunksize in forward-mode AD (#23)
• Automated sparsity detection (#10)

Merged pull requests:

• Refactor and update README to include sparsity detection (#41) (ChrisRackauckas)
• Partition matrix by rows (#40) (pkj-m)
• Some AD fixes (#37) (ChrisRackauckas)
• Bug fix in chunk-size controlled AD (#36) (pkj-m)
• Limit size of partials by chunk size (#35) (pkj-m)
• add BandedBlockBandedMatrix (#34) (huanglangwen)
• Zygote-based forward-over-reverse HesVecs (#32) (ChrisRackauckas)
• sparsity detection: a pass to try all tainted branches (#13) (shashi)

v0.1.0

v0.1.0 (2019-06-22)

Diff since d92b2fc356de18a5aa05571631efe9725de6c2e8

Closed issues:

• Use standard package layout (#5)
• First pass (#4)
• Move to a Julia org (#3)

Merged pull requests:

• implement jacvec products (#30) (ChrisRackauckas)
• [WIP] Specialize matrix_colors on different types of matrices (#22) (huanglangwen)
• add high level interface (#21) (ChrisRackauckas)
• setup chunking structure (#20) (ChrisRackauckas)
• Create and use a caching struct for the Jacobian (#18) (ChrisRackauckas)
• Automatic Differentiation with coloring (#17) (pkj-m)
• Added integration test (#16) (pkj-m)
• Replacing custom graph struct with LightGraphs abstraction (#12) (pkj-m)
• Modified Project.toml (#11) (pkj-m)
• sparsity of the jacobian of a program (#9) (shashi)
• Created matrix to graph conversion function (#8) (pkj-m)
• Making package Julia REPL compatible (#7) (pkj-m)