In [1]:

    

import keras
print(f"Keras Version: {keras.__version__}")
import tensorflow as tf
print(f"Tensorflow Version {tf.__version__}")


    

    




Using TensorFlow backend.






    




Keras Version: 2.0.5
Tensorflow Version 1.1.0

In [ ]:

    

%matplotlib inline
import matplotlib.pyplot as plt
#import seaborn as sns

# 
from keras.models import Sequential
from keras.layers import Dense, Activation, Dropout, Flatten

#from keras.layers.convolutional import Conv2D, MaxPooling2D


from keras.layers.embeddings import Embedding, LSTM

from keras.callbacks import EarlyStopping
early_stopping = EarlyStopping(monitor='val_loss', patience=3, verbose=1)