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macb007
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【tf系列5】tf-Demo
import tensorflow as tfimport numpy as npimport os"""神经网络Demo,构造一个一元二次方程y=ax^2+b""""""构造一个-1到1之间300个点,并将其转化为300×1的二维数组"""x_data=np.linspace(-1,1,300)[:,np.newaxis]"""加入一些噪声点,使它与x_data具有相同的维度,原创 2018-01-17 09:44:53 · 381 阅读 · 0 评论 -
自编码网络实现Mnist
#!/usr/bin/python3# -*-coding:utf-8 -*-# @Time :2018/3/16 # @Author :machuanbinimport tensorflow as tffrom tensorflow.examples.tutorials.mnist import input_dataimport numpy as npimport mat...原创 2018-03-16 14:25:07 · 937 阅读 · 0 评论 -
MultiLSTM预测Mnist
#!/usr/bin/python3# -*-coding:utf-8 -*-# @Time :2018/3/14 # @Author :machuanbin"""tensorflow :1.3.0pandas: 0.19.2"""import tensorflow as tfimport osfrom tensorflow.examples.tutorials....原创 2018-03-14 11:22:59 · 973 阅读 · 2 评论 -
tf实现word2Vec(skip-Gram)
#!/usr/bin/python3# -*-coding:utf-8 -*-# @Time :2018/3/16# @Author :machuanbinimport collectionsimport mathimport osimport randomimport zipfileimport numpy as npimport urllibimport tenso...原创 2018-03-20 14:47:36 · 429 阅读 · 0 评论 -
BiLSTM+CRF
import numpy as npimport os, time, sysimport tensorflow as tffrom tensorflow.contrib.rnn import LSTMCellfrom tensorflow.contrib.crf import crf_log_likelihoodfrom tensorflow.contrib.crf import vit...原创 2018-03-26 16:01:48 · 858 阅读 · 0 评论 -
seq2seq英法翻译
'''# Data downloadEnglish to French sentence pairs.http://www.manythings.org/anki/fra-eng.zipLots of neat sentence pairs datasets can be found at:http://www.manythings.org/anki/# References- Se...转载 2018-06-19 17:25:42 · 1016 阅读 · 0 评论