Deep Learning, Signal Processing, Machine Learning.
LSTM is an advanced RNN that was developed to solve vanishing gradient problems that often occur in deep neural networks. Following is the implementation for LSTM and it's just 4 lines of code, how simple is that. You can simply compare this with the previous part of classical machine learning