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santhalakshminarayana/Indian_Name_Generator_model.py

Created December 13, 2019 06:51
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Indian Name Generator - Model - Medium
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Indian_Name_Generator_model.py
model = Sequential()
model.add(LSTM(units=32, recurrent_dropout=0.5, input_shape=(window, len(int_to_char))))
model.add(Dense(len(int_to_char), activation='softmax'))
model.compile(loss='categorical_crossentropy',optimizer='adam')
model.fit(X, Y, batch_size=1024, epochs=10 ,steps_per_epoch=3000)
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