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January 5, 2021 13:37
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VSB Power Line Blog - Bi-directional LSTM implementation
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| # training data input_shape = (2904, 160, 57) | |
| # test data input_shape = (6779, 160, 57) | |
| inp = Input(shape=(input_shape[1], input_shape[2],)) | |
| # training data feature shape = (2904, 98) | |
| # test data feature shape = (6779, 98) | |
| feat = Input(shape=(feat_shape[1],)) | |
| bi_lstm_1 = Bidirectional(LSTM(128, return_sequences=True), merge_mode='concat')(inp) |
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