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Code lab for deep learning. Including rnn,seq2seq,word2vec,cross entropy,bidirectional rnn,convolution operation,pooling operation,InceptionV3,transfer learning.

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sea-boat/DeepLearning-Lab

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data

data

 
 

quiver

quiver

 
 

BiLstm.py

BiLstm.py

 
 

Inception_model.py

Inception_model.py

 
 

README.md

README.md

 
 

convolution.py

convolution.py

 
 

cross_entropy_test.py

cross_entropy_test.py

 
 

pooling.py

pooling.py

 
 

rnn-char-test.py

rnn-char-test.py

 
 

rnn_model.py

rnn_model.py

 
 

seq2seq_test.py

seq2seq_test.py

 
 

transfer_learning.py

transfer_learning.py

 
 

word2vec_test.py

word2vec_test.py

 
 

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DeepLearning-Lab

  • rnn char test.
  • seq2seq test.
  • word2vec test.
  • cross entropy test.
  • bidirectional rnn test.
  • a convolution operation on a picture.
  • a pooling operation on a picture.
  • cnn visualization by quiver.
  • InceptionV3 model.
  • transfer learning.

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Code lab for deep learning. Including rnn,seq2seq,word2vec,cross entropy,bidirectional rnn,convolution operation,pooling operation,InceptionV3,transfer learning.

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word2vec rnn seq2seq bidirectional-rnn cross-entropy

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