xLearn is a high performance, easy-to-use, and scalable machine learning package, which can be used to solve large-scale classification and regression problems. If you are the user of liblinear, libfm, or libffm, now the xLearn is your another better choice.
xLearn is developed by high-performance C++ code with careful design and optimizations. Our system is designed to maximize the CPU and memory utilizations, provide cache-aware computation, and support lock-free learning. By combining these insights, xLearn is 5x - 13x faster compared to the similar learning systems.
xLearn does not rely on any third-party library, and users can just clone the code and compile it. Also, xLearn supports very simple python API for users.
Under developing and coming soon ...