xLearn

High-Performance, Easy-to-Use, and Scalable
Machine Learning Package


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Performance

xLearn is developed by high-performance C++ code with careful design and optimizations, and it is 5x-13x faster compared to the similar systems.

Ease-of-Use

xLearn does not rely on any troublesome third-party library, and users can just build it easily. Also, xLearn supports very simple Python and R API for data scientists.

Scalability

xLearn supports out-of-core training, which can handle very large data (TB) by just leveraging the disk of a PC. Also, xLearn supports efficient distributed training.