Created
January 12, 2019 18:25
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| def build_bidirectional_model(X, y): | |
| # define model | |
| model = Sequential() | |
| model.add(Bidirectional(LSTM(50, activation='relu'), input_shape=(n_steps, n_features))) | |
| model.add(Dense(1)) | |
| model.compile(optimizer='adam', loss='mse') | |
| # fit model | |
| model.fit(X, y, epochs=200, verbose=0) | |
| return model |
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