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Top and Best LSTM Open-Source Projects For Computer Enthusiasts
Long short-term memory (LSTM) is an artificial recurrent neural network (RNN) architecture used in deep learning. Unlike standard feedforward neural networks, LSTM has feedback connections. It can process single data points (such as images) and entire sequences of data (such as speech or video). For example, LSTM applies to tasks such as unsegmented, connected handwriting recognition, speech recognition and anomaly detection in network traffic or IDSs (intrusion detection systems).Wikipedia
A common LSTM unit is composed of a cell, an input gate, an output gate and a forget gate. The cell remembers values over arbitrary time intervals and the three gates regulate the flow of information into and out of the cell.
LSTM networks are well-suited to classifying, processing and making predictions based on time series data.
In this post, you will discover 5 of the best and open-source LSTM Projects. We will review five…