True understanding of a subjects emerges when one is able to build it from the ground up. In this post we do that with linear regression.
Clear and concise implementation of the Vaswani, Ashish, et al. Attention is all you need. Advances in neural information processing systems. 2017. paper.
In this post we will be going over the intuition, theory and implementation of a gated RNN, particularly LSTM.
A brief introduction to RNN’s, their theory, and implementation in PyTorch.
Constructing an artificial neural network from scratch
