At the DCPython Office Hours event this month I gave a lightning talk on convolutional neural networks implemented with the keras library. The notebook is now up on github.
Deep neural networks are typically too slow to train on CPUs. Instead, GPUs are used. The example in the notebook uses a relatively small network so should be runnable on any hardware.
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