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Book notes · Computer Science
Deep Learning
Ian Goodfellow, Yoshua Bengio, Aaron Courville
The MIT Press, 2016 · free to read online · About the book (opens in a new tab)
The standard text on deep learning: the applied mathematics it rests on, then feedforward, convolutional and recurrent networks, regularisation and optimisation, and a final part on research topics such as representation learning and generative models.
Notes to come as I work through it.