#rnn

• 17 Jun 2025 · Study

  NLP · Seq2seq

  The encoder–decoder architecture for sequence-to-sequence tasks, teacher forcing, and a small GRU model learning to reverse digit strings.

• 22 Apr 2025 · Study

  Deep Learning · LSTM and GRU

  Gated recurrent units: the LSTM's cell state and three gates, the simpler GRU, and an experiment measuring how far gradients reach back through 100 time steps.

• 11 Apr 2025 · Study

  Deep Learning · RNN

  Recurrent networks carry a hidden state across time steps; the unrolled view, nn.RNN shapes, and why gradients vanish over long sequences.