SparseConnectivityTracer.jl

SparseConnectivityTracer v0.6.1

Diff since v0.6.0

• Improve the performance of Hessian pattern tracing by an order of magnitude:
  • Internally represent Hessian with dictionaries (#155, #158)
  • Increase performance via symmetry of Hessian (#151)
• Support ComponentArrays (#146)
• Support boolean not (!) (#150)
• Support isless (#149)

Merged pull requests:

• Support ComponentArrays (#146) (@gdalle)
• Support isless (#149) (@adrhill)
• Support boolean not ! (#150) (@adrhill)
• Increase performance via symmetry of Hessian (#151) (@adrhill)
• Bring back dictionaries for Hessian patterns (#155) (@adrhill)
• Rename variables in Hessian tracer code (#156) (@adrhill)
• Smaller benchmarks (#157) (@adrhill)
• Use DictHessianPattern as default tracer pattern (#158) (@adrhill)
• Remove randomness from benchmarks (#159) (@adrhill)
• Rename benchmarks to avoid parsing of tuples (#160) (@adrhill)

Closed issues:

• Support more input types (#28)
• Potential increase in performance via symmetry of Hessian (#34)
• Is GPU support possible for Jacobian tracing? (#67)
• How to handle complex numbers? (#102)
• Add support for ComponentVector (#145)
• Missing negation (#148)
• Return Symmetric Hessians by default? (#154)