SuperSCS version 1.3.2

Features:

• Significantly faster linear algebra
• Optimized Anderson's acceleration
• Introduced and applied coding convention
• Updated benchmarks
• A lot of new documentation
• Using absolute paths in MATLAB
• Profiling framework (gprof)
• Applied SuperSCS on Maros-Meszaros problems
• Updated Makefile
• Achieved high code coverage
• New YAML serializer/parser in C and MATLAB
• Codecov configuration
• Added contributing guide
• Analytics for the website

SuperSCS alpha version

Features

• Implementation of SuperSCS using the same function template as SCS (additional SuperSCS-specific options can be provided in the Settings structure
• Implementation of restarted limited-memory Broyden directions
• Support for warm start passing an (x,y) solution
• Unit tests (91.6% coverage of scs.c, overall 80% coverage)
• Online API documentation using Doxygen with examples and benchmarks
• Optimizations in memory management (e.g., avoid unnecessary allocations)
• Support of printing to streams using stdio
• Modification of MEX interface that allows us to call SuperSCS from MATLAB
• Integration with CVX in MATLAB
• A lot more info can be exported to MATLAB regarding the progress of the algorithm (e.g., relative gap at every iteration, primal residual as a function of runtime and more)
• Integration tools: codacy, Travis CI, codecov
• Memory management verification using valgrind
• Makefile with new functionality: run doxygen, generate coverage reports, run unit tests, test using valgrind
• Improvement of linear algebra routines using manual loop unrolling
• Gitter chat