Neural networks classifier

[michelole]

Maybe using a (Bi)-LSTM classifier.

Check whether data is enough, otherwise consider:

• Text augmentation ([NN] Text augmentation #22)
• Transfer learning (from MIMIC?)

[michelole]

Might depend on #22

[michelole]

Markus suggested

• https://github.com/deeplearning4j/dl4j-examples
• https://deeplearning4j.org/usingrnns [see examples at bottom]
• https://deeplearning4j.org/lstm.html

[michelole]

@mtothak said:

For future use:
deeplearning4j/deeplearning4j-examples#529

That was the trick!

// https://deeplearning4j.org/workspaces
Nd4j.getMemoryManager().setAutoGcWindow(10000);

[michelole]

This is now finished.