Category: LSTM

Actually LSTM supports three-dimensional input. They are – (samples, time steps, features) Samples. One complete sequence is considered as one sample. A batch may contains one or more samples. In NLP, if we are dealing with the text at sentence level (means taking one sentence at a time), then our sample size will be one.