TensorFlow, MXNet, Caffe, H2O - Which Machine Learning Tool Is Best?


Successful organizations tend to keep several options at hand in part because no single machine learning tool fits every situation, data set or scale. TensorFlowTM is a very popular technology specialized for deep learning that was released under an Apache 2.0 open source license in November 2015 after being developed by Google researchers in the Google Brain Team. This older open source machine learning technology offers a broader foundation for machine learning, not just focused on deep learning, although that is included. A January 2017 TechCrunch article by John Mannes reported that around 20% of Fortune 500 companies use H20.