Tullio Facchinetti
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python_autocomplete: A simple neural network for python autocompletion https://github.com/vpj/python_autocomplete
Sun 07 Jul 2019 06:27:05 PM CEST
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A toy project started to see how well a simple LSTM model can autocomplete python code.

It gives quite decent results by saving above 30% key strokes in most files, and close to 50% in some. We calculated key strokes saved by making a single (best) prediction and selecting it with a single key.

We do a beam search to find predictions, upto ~10 characters ahead. So far it's too inefficient, if you are wondering about editor integration.

AI coding_lang:python opensource programming python software source_code tensorflow
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