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ArtistMicrograd, created by Andrej Karpathy, is an ultra-minimal autograd library with only 100 lines of Python code. It aims to demonstrate the inner workings of deep learning with simplicity and elegance. Micrograd decorates functions and traces operations to compute gradients, providing a foundation for understanding autograd and its role in deep learning.