LibSVM

LibSVM is a popular open-source library for Support Vector Machines (SVM), widely used in machine learning research and applications for classification and regression tasks. Developed at National Taiwan University, it provides tools for training, testing, and applying SVMs, with interfaces for several programming languages including C, C++, Java, and Python. It is favored by researchers, educators, and practitioners seeking a robust and easy-to-use SVM implementation.