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cs.LG2020★ 1k cited
fastai: A Layered API for Deep Learning
Jeremy Howard, Sylvain Gugger
fastai is a deep learning library which provides practitioners with high-level components that can quickly and easily provide state-of-the-art results in standard deep learning dom…
cs.LG2018★ 12 cited
The Matrix Calculus You Need For Deep Learning
Terence Parr, Jeremy Howard
This paper is an attempt to explain all the matrix calculus you need in order to understand the training of deep neural networks. We assume no math knowledge beyond what you learne…