Archive | Deep Learning

Stateful and Stateless LSTM for Time Series Forecasting with Python

Stateful and Stateless LSTM for Time Series Forecasting with Python

The Keras Python deep learning library supports both stateful and stateless Long Short-Term Memory (LSTM) networks. When using stateful LSTM networks, we have fine-grained control over when the internal state of the LSTM network is reset. Therefore, it is important to understand different ways of managing this internal state when fitting and making predictions with […]

Continue Reading 0