DeepLearningBook/Language model/basiclib.py at master · BooksCode/DeepLearningBook

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# coding: utf-8

# basiclib.py

# Author: Huang Anbu

# Date: 2017.3

# Description: Basic Configuration and Interface

# options: hyper-parameter setting

# n_words: the number of input layer units

# n_emb: the number of embedding layer units

# n_hidden: the number of hidden layer units

# n_output: the number of output layer units

# batch_size: the number of training set of each iteration

# ===============================================================================================

import numpy

import theano

import theano.tensor as T

import os, sys, time

import itertools

import csv

import glob

import nltk

from collections import *

from nltk.corpus import stopwords

options = {'n_words':20001,

'n_emb':128,

'n_hidden':128,

'n_output':20001,

'batch_size':500}

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