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/tensorflow_vs_theano
An article that explains the differences in more detail:
https://medium.com/@sentimentron/faceoff-theano-vs-tensorflow-e25648c31800#.bg4xmz1au
I created a Slack channel for us, sign up here:
https://wizards.herokuapp.com/
Learn more about TF Learn here:
https://github.com/tflearn/tflearn
and here:
https://www.tensorflow.org/versions/r0.9/tutorials/tflearn/index.html
Learn more about TensorFlow here:
https://www.oreilly.com/learning/hello-tensorflow
More on Keras here:
http://machinelearningmastery.com/tutorial-first-neural-network-python-keras/
More on SciKit Learn here:
http://scikit-learn.org/stable/tutorial/
More on Caffe here:
http://christopher5106.github.io/deep/learning/2015/09/04/Deep-learning-tutorial-on-Caffe-Technology.html
More on Theano here:
https://github.com/Newmu/Theano-Tutorials
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