Leveraging Python Interoperability Tools to Improve Sapphire's Usability

[摘要] The Sapphire project at the Center for Applied Scientific Computing (CASC) develops and applies an extensive set of data mining algorithms for the analysis of large data sets. Sapphire's algorithms are currently available as a set of C++ libraries. However many users prefer higher level scripting languages such as Python for their ease of use and flexibility. In this report, we evaluate four interoperability tools for the purpose of wrapping Sapphire's core functionality with Python. Exposing Sapphire's functionality through a Python interface would increase its usability and connect its algorithms to existing Python tools.

[发布日期] 2007-12-10

[学科分类] 社会科学、人文和艺术（综合）

[关键词] ALGORITHMS;FLEXIBILITY;MINING;SAPPHIRE