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Nested LSTM Cell
| Date | Stars |
|---|---|
| 2026-07-24 | 252 |
| 2026-07-25 | 252 |
| 2026-07-28 | 252 |
| 2026-07-30 | 252 |
| 2026-08-06 | 252 |
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# nlstm ## Tensorflow Implementation of Nested LSTM Cell Here is a tensorflow implementation of Nested LSTM cell. |  | |:--:| | *Nested LSTM Architecture. Courtesy of Moniz et al.* | NLSTM cell is basically a LSTM-like cell that uses the cell memory to control the state of the inner LSTM, and as such, the architecture can be generalized to multiple layers. For a comparison between LSTM and NLSTM, |  | |:--:| | *LSTM and stacked LSTM, versus nested LSTM. Courtesy of Moniz et al.* | The implementation here is compatible with the tensorflow rnn API. ```python from rnn_cell import NLSTMCell cell = NLSTMCell(num_units=3, depth=2) init_state = cell.zero_state(batch_size, dtype=tf.float32) output, new_state = cell(inputs, state=init_state) ... ``` Ref: - Moniz et al, "Nested LSTMs." https://arxiv.org/abs/1801.10308
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:028954571d34f77a, topic:tensorflow