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With so many deep/machine learning frameworks around, which framework would you put your money on? I use Theano but it makes life difficult when it comes to deb
by aman2304 11y ago
With so many deep/machine learning frameworks around, which framework would you put your money on? I use Theano but it makes life difficult when it comes to debugging
- Veratyr 11y agoWhy choose? Write Keras and switch to whichever takes your fancy at the time.
- aman2304 11y agoDoesn't Keras work with TensorFlow and Theano only?
- Veratyr 11y agoYup but those are the only libraries for Python that'll use the GPU. The rest are mostly CPU-only (PyBrain, quite slow as a result), built on Theano (Lasagne, pydnn), very specific to a particular problem (Caffe) or written in a non-compatible language (Torch). Given that it supports 2/3 of the big general purpose libraries, it's good enough.
- outlace 11y agoTensorFlow, because Google
- jostmey 11y agoAuthor Here: Not Mine! This is an example of how to code it from scratch to see how the algorithms work. For deployment use a major framework!