Clear, simple and useful NLP blogs.
By someone who loves NLP, writing and teaching.
How does automatic differentiation really work?
Frameworks like PyTorch and Tensorflow allow us to perform easy deep learning experiments because we don’t have to worry about backpropagation. However, ever wondered how do these frameworks actually perform differentiation? This article will help you understand the internal working of automatic differentiation.
Graph Convolutional Networks for dummies
Graph Neural Networks powerful tools used by large companies to make recommendations, link financial transactions, detect fraud behavior. This post explains how deep learning has enabled a powerful understanding of graphs.
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