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mlpack is a fast, flexible machine learning library, written in C++, that aims to provide fast, extensible implementations of cutting-edge machine learning algorithms. mlpack provides these algorithms as simple command-line programs, Python bindings, and C++ classes which can then be integrated into larger-scale machine learning solutions.
mlpack was originally developed as a vehicle to implement and test fast machine learning algorithms published at top conferences, like ICML, KDD, and NeurIPS. This academic background has led to mlpack being used in many scientific publications both inside the machine learning community and in adjacent fields. mlpack is an increasingly popular choice for general data science applications, with over 3000 stars on Github at the time of this writing (November 2019).