A C++ library provides a collection of classes useful for machine learning applications.
Version: 1.4.0dysii is a C++ library provides a collection of classes useful for machine learning applications.
License: BSD License
Operating System: Linux
Features are added to the library as needed, so that it does lack some completeness. What is included, however, is well documented and tested, and may be considered fairly sound for research purposes.
The library has been optimized for performance, while maintaining a modularity and generality that makes it suitable for a wide range of applications. Along with general code profiling and benchmarking, considerations have included:
- selection of efficient algorithms,
- use of efficient low-level matrix operations,
- conversion of calculations to matrix form where possible to facilitate this, and
- use of memory-efficient sparse matrices where appropriate.