[TensorFlow]学习笔记

Tensorflow学习指南课本代码

https://github.com/Hezi-Resheff/Oreilly-Learning-TensorFlow

GloVe资源：

https://apache-mxnet.s3.cn-north-1.amazonaws.com.cn/gluon/embeddings/glove/glove.6B.zip

https://apache-mxnet.s3.cn-north-1.amazonaws.com.cn/gluon/embeddings/glove/glove.42B.300d.zip

https://apache-mxnet.s3.cn-north-1.amazonaws.com.cn/gluon/embeddings/glove/glove.840B.300d.zip

https://apache-mxnet.s3.cn-north-1.amazonaws.com.cn/gluon/embeddings/glove/glove.twitter.27B.zip

tf.nn.conv2d()函数以及padding填充方式介绍

https://blog.csdn.net/sinat_34328764/article/details/84303919

【TensorFlow】tf.nn.max_pool实现池化操作

https://blog.csdn.net/mao_xiao_feng/article/details/53453926

话谈tensorflow中feed_dict到底是个啥东西（理解就是python里的format，哈哈哈）

https://blog.csdn.net/woai8339/article/details/82958649

Python numpy.transpose 详解

https://blog.csdn.net/u012762410/article/details/78912667

TF2.0：tf.reshape与tf.transpose的区别

https://www.jianshu.com/p/da736223b697

A = array([[[ 0, 1, 2, 3],
            [ 4, 5, 6, 7]],

           [[ 8, 9, 10, 11],
            [12, 13, 14, 15]]])

PS：掌握好读数方式，容易理解关于tf.transpose的博文，读数方式先在原点上读2轴上的数字，然后向1轴移动再读取2轴上的数字，然后回到原点同样方式，向0轴移动（切记！0轴是最后才移动）

windows下用chrome不能连接tensorboard

https://blog.csdn.net/gejiaming/article/details/79603396

tensorboard --logdir=[目录路径] --host=127.0.0.1

运行http://127.0.0.1:6006/即可

【Word2Vec】Skip-Gram模型理解

https://www.jianshu.com/p/da235893e4a5

Word2Vec (Part 1): NLP With Deep Learning with Tensorflow (Skip-gram)

http://www.thushv.com/natural_language_processing/word2vec-part-1-nlp-with-deep-learning-with-tensorflow-skip-gram/

tf.nn.embedding_lookup函数的用法

https://www.cnblogs.com/gaofighting/p/9625868.html

关于word2vec的skip-gram模型使用负例采样nce_loss损失函数的源码剖析

https://www.cnblogs.com/xiaojieshisilang/p/9284634.html

【AI实战】手把手教你文字识别（识别篇：LSTM+CTC, CRNN, chineseocr方法）

https://my.oschina.net/u/876354/blog/3070699