HJZ11的博客

""" 单词字符级别预测RNN """ import time from collections import namedtuple import numpy as np import tensorflow as tf import os with open('../datas/anna.txt', 'r') as f: text = f.read() vocab = sort...

import tensorflow as tf """ tf.nn.rnn_cell # 定义rnn 细胞核相关的信息的 tf.nn.rnn_cell_impl # 定义rnn细胞核具体是如何实现的 tf.nn.dynamic_rnn() # 单向动态rnn。 tf.nn.bidirectional_dynamic_rnn() # 双向动态rnn tf.nn.st...

import os import numpy as np import tensorflow as tf def load_data(file_path): """ 加载原始数据 :param file_path: :return: """ with open(file_path, 'r') as reader: data = ...

# Embedding Skip-gram import time import numpy as np import tensorflow as tf from utils import utils from urllib.request import urlretrieve from os.path import isfile, isdir from tqdm import tqdm i...

import numpy as np import tensorflow as tf from string import punctuation from collections import Counter # 介绍预览该项目，并介绍该项目网络结构！ with open('../datas/sentiment/reviews.txt', 'r') as f: reviews =...

import numpy as np import matplotlib.pyplot as plt import re import jieba import os from sklearn.model_selection import train_test_split from gensim.models import KeyedVectors from keras.models impo...

""" 项目：电视剧本生成。数据集：https://www.kaggle.com/wcukierski/the-simpsons-by-the-data 提交时间：12月29日之前。 提交邮箱：yingjun@ibefeing.com """ from utils import helper import numpy as np import warnings from tensorflow...

""" 演示多GPU使用 """ import tensorflow as tf from tensorflow.examples.tutorials.mnist import input_data import cv2 import numpy as np import os import matplotlib.pyplot as plt FLAGS = tf.app.flags.FL...