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from __future__ import unicode_literals | |
from __future__ import print_function | |
import sys | |
import plac | |
import bz2 | |
import ujson | |
import spacy.en | |
def main(input_loc): |
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"""A stripped-down MLP example, using Theano. | |
Based on the tutorial here: http://deeplearning.net/tutorial/mlp.html | |
This example trims away some complexities, and makes it easier to see how Theano works. | |
Design changes: | |
* Model compiled in a distinct function, so that symbolic variables are not in run-time scope. | |
* No classes. Network shown by chained function calls. |
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import sys | |
def shift(words, stack, c): | |
return words, stack + c | |
def reduce(words, stack, c): | |
return words + (stack,), c |
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