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What is Long Short Term Memory or LSTM?

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What is Long Short Term Memory or LSTM?

What is Long Short Term Memory or LSTM? LSTM (Long Short-Term Memory) is a specialized type of Recurrent Neural Network (RNN) designed to effectively capture long-range dependencies in sequential data. Unlike traditional RNNs, which struggle with the vanishing gradient problem, LSTMs use gates to control the flow of information, allowing them ...

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