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A Long Short Term Memory (LSTM) is a neural network architecture that contains recurrent NN blocks that can remember a value for an arbitrary length of time.

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What assumptions about time series data are neccessary to use a stateless LSTM?

Basically I am trying to model a time series using an LSTM layer, and I was wondering whether I should be using a stateful or stateless LSTM layer. … in order to have it best modeled by the stateful version of the LSTM, or the stateless version of the LSTM. …
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