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9446f36 · Feb 13, 2021

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0x0D. RNNs

Description

This project is about implementing recursive neural networks.

Mandatory Tasks

File Description
0-rnn_cell.py RNNCell class that represents a cell of a simple RNN.
1-rnn.py Performs forward propagation for a simple RNN:.
2-gru_cell.py GRUCell class that represents a gated recurrent unit.
3-lstm_cell.py LSTMCell class that represents an LSTM unit.
4-deep_rnn.py Performs forward propagation for a deep RNN.
5-bi_forward.py BidirectionalCell class that represents a bidirectional cell of an RNN.
6-bi_backward.py BidirectionalCell class.
7-bi_output.py BidirectionalCell class.
8-bi_rnn.py Performs forward propagation for a bidirectional RNN.