In this video, I compare 5 of the most popular deep learning frameworks (SciKit Learn, TensorFlow, Theano, Keras, and Caffe). We go through the pros and cons of each, as well as some code samples, eventually coming to a definitive conclusion.
The code for the TensorFlow vs Theano part of the video is here:
https://github.com/llSourcell/tensorf...
An article that explains the differences in more detail:
https://medium.com/@sentimentron/face...
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Learn more about TF Learn here:
https://github.com/tflearn/tflearn
and here:
https://www.tensorflow.org/versions/r...
Learn more about TensorFlow here:
https://www.oreilly.com/learning/hell...
More on Keras here:
http://machinelearningmastery.com/tut...
More on SciKit Learn here:
http://scikit-learn.org/stable/tutorial/
More on Caffe here:
http://christopher5106.github.io/deep...
More on Theano here:
https://github.com/Newmu/Theano-Tutor...
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theano.shared Deep Learning Frameworks Compared | |
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