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Recurrent Neural Networks (RNNs) are designed for sequential data like text, audio, and time-series. Unlike regular neural networks, they keep a hidden state — a sort of memory — that helps them understand patterns over time. But classic RNNs struggle with long sequences because of the vanishing gradient problem, which limits what they can ...
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