There are multiple machine learning tools that are executed at the Unix command-line. There are existing interfaces for some of these tools in R, Python, and other languages that permit users to leverage their capabilities without having to use them from the Unix terminal. Some of the popular command-line utilities include:

• LIBSVM
• LIBLINEAR
• Vowpal Wabbit
• MLPACK
• libFM