Skip to content

Instantly share code, notes, and snippets.

View honnibal's full-sized avatar

Matthew Honnibal honnibal

View GitHub Profile
@honnibal
honnibal / gist:1231964e784ab9acb65d
Last active November 18, 2016 06:53
Example of parsing Reddit comment dumps with spaCy: http://spacy.io/
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):
@honnibal
honnibal / theano_mlp_small.py
Last active March 1, 2023 15:10
Stripped-down example of Multi-layer Perceptron MLP in Theano
"""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.
import sys
def shift(words, stack, c):
return words, stack + c
def reduce(words, stack, c):
return words + (stack,), c