Deep Learning
from KSBi-BIML 2019
Yumi Kim/ CBBL
How to use TensorFlow with Colab?
https://colab.research.google.com/notebooks/welco
me.ipynb
How to use tensorflow with Colab?
GitHub
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GitHub
https://github.com/sanglee/BIML2019
Example of RNN
https://github.com/sanglee/BIML2019/blob/master/
RNN_Autocomplete.ipynb
Autocompletion of the last character of words Given the
first three letters of a four-letters word, learn to predict
the last letter
Auto-completion of the last character of words
Library : tensorflow, keras, numpy
Enumerate – for indexing
Auto-completion of the last character of words
Numpy : eye() – for one hot encoding
Auto-completion of the last character of words
n_step : 다른 신경망의 입력층 정의와의 차이점
BasicLSTMCell : LSTM Cell of RNN
dynamic_rnn : create Recurrent neural
network defined by RNNCell
Auto-completion of the last character of words
Auto-completion of the last character of words
Reference Site for Study
https://hunkim.github.io/ml/
Thank you!