Understanding LSTMs from scratch [Pytorch]

In the previous post, we covered RNN (Recurrent Neural Networks) and in this post we will be talking about LSTMs(Long Short Term Memory) architecture. LSTM is an extension to recurrent neural networks. They are the special kind of RNN's capable of handling Long-Term dependencies. We will discuss this later in the article. LSTMs are best known for handling sequences of data (such as speech or video).