The matrix calculus you need for deep learning (2018) (explained.ai)

Screenshot of explained.ai: The matrix calculus you need for deep learning (2018)

First screen, captured 3 years ago.

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Screenshot of explained.ai: The Matrix Calculus You Need for Deep Learning

The Matrix Calculus You Need for Deep Learning (explained.ai)

52 points by Anon84 1 year ago | 1 comments

Screenshot of arxiv.org: Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory

Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory (arxiv.org)

412 points by Anon84 2 years ago | 132 comments

arXiv listing for a book by Jentzen, Kuckuck, and von Wurstemberger giving a mathematically rigorous introduction to deep learning methods, implementations, and theory.

deep-learning neural-networks optimization mathematics

Screenshot of julesjacobs.com: You Don't Need Matrix Calculus

You Don't Need Matrix Calculus (julesjacobs.com)

10 points by srean 1 month ago | 2 comments

Screenshot of matrixcalculus.org: Matrix Calculus: Calculate derivatives of matrices

Matrix Calculus: Calculate derivatives of matrices (matrixcalculus.org)

144 points by mrv_asura 3 years ago | 39 comments

Screenshot of arxiv.org: Matrix Calculus (For Machine Learning and Beyond)

Matrix Calculus (For Machine Learning and Beyond)(arxiv.org)

160 points by ibobev 1 year ago | 27 comments

Screenshot of fleuret.org: Deep Learning Course

Deep Learning Course (fleuret.org)

376 points by Tomte 2 years ago | 43 comments

François Fleuret's University of Geneva deep learning course page offering slides, recordings, and a virtual machine, with examples in PyTorch.

deep-learning pytorch university-of-geneva francois-fleuret

Looks similar

The Matrix Calculus You Need for Deep Learning(explained.ai)

Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory(arxiv.org)

You Don't Need Matrix Calculus(julesjacobs.com)

Matrix Calculus: Calculate derivatives of matrices(matrixcalculus.org)