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GRU

In plain terms

A streamlined recurrent network similar to LSTM.

Going deeper

Gated Recurrent Units handle sequences with fewer gates than LSTMs, often training faster with comparable performance. They're a lighter alternative.

Under the hood

Combines forget and input gates; simpler and sometimes more efficient than LSTM.

Examples

Sequence modeling, time series, NLP (pre-transformer), efficient RNNs.

Think of it like...

Like a lighter version of the same note-taker, faster but nearly as capable.

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