5 Open Source Machine Learning Frameworks and Tools Logz.io

Practical machine learning development has advanced at a remarkable pace. This is reflected by not only a rise in actual products based on, or offering, machine learning capabilities, but also a rise in new development frameworks and methodologies, most of which are backed by open source projects. In fact, developers and researchers beginning a new project can be easily overwhelmed by the choice of frameworks offered out there. These new tools vary considerably and striking a balance between keeping up with new trends and ensuring project stability and reliability can be hard. The list below describes five of the most popular open source machine learning frameworks -- what they offer, and what use cases they can best be applied to.