七分钟带你读懂深度学习

Underfitting & Overfitting

traing set/test set/cross-validation set

Caffe: compute vision & forecast: C++ lib

with Matlab & python interface

AlexNet & GoogleNet: 2 popular net in Caffe

Blob

Torch: Lua lib

Deeplearning4J: DL4J: java lib

Iterative map-reduce

Theano : pyhon lib

Deeplearning4j, Torch, Caffe

Theano for education

Dato Graphlab Create

GraphNet: CNN for image

MLP (Multilayer perceptron) for others

Sentiment analysis

MRI, CT scan

Recursive Neural Tensor Networks (RNTN)

autoencoder - RBM

backpropagation - loss

use autoencoder to reduce the dimensionality of data

autoencoder is better than PCA