Deep Belief Network (DBN)
Convolutional Neural Network (CNN)
Stacked Autoencoder (sAE)
Stacked Sparse Autoencoder (sSAE)
Stacked Denoising Autoencoders (sDAE)
Version 2018.4.16
Chg var_list现在使用一个list,而非嵌套的list
Fix 分类层激活函数调用错误的bug
用于minst数据集分类,运行得到正确率可达98.78%;
用于te数据故障诊断,有的故障诊断效果很好,有的不尽人意。
TF基本函数:http://www.cnblogs.com/wuzhitj/p/6431381.html
RBM原理:https://blog.csdn.net/itplus/article/details/19168937
Hinton源码:http://www.cs.toronto.edu/~hinton/MatlabForSciencePaper.html
sDAE原论文:http://www.jmlr.org/papers/volume11/vincent10a/vincent10a.pdf
sSAE分析TE:https://www.sciencedirect.com/science/article/pii/S0169743917302496
Tensorboard:https://blog.csdn.net/sinat_33761963/article/details/62433234
知乎:https://www.zhihu.com/people/fu-zi-36-41/posts
CSDN:https://blog.csdn.net/fuzimango/article/list/