The Matrix Calculus You Need For Deep Learning · HackerPapers discussions

The Matrix Calculus You Need For Deep Learning — mentioned by i_am_proteus

Sat, 29 Mar 2025 21:28:15 GMT

Those looking for a shorter primer could consult https://arxiv.org/abs/1802.01528

Paper and discussion history. A mention is not an endorsement.

The Matrix Calculus You Need For Deep Learning — HN submission

Sun, 26 Jan 2025 19:12:53 GMT

The Matrix Calculus You Need for Deep Learning (2018)

3 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

The Matrix Calculus You Need For Deep Learning — mentioned by woolion

Sun, 01 Sep 2024 18:42:30 GMT

The Matrix Calculus You Need For Deep Learning https://arxiv.org/abs/1802.01528 From the intro: >This article walks through the derivation of some important rules for computing partial derivatives with respect to vectors, particularly those useful for training neural networks. This field is known as matrix calculus, and the good news is, we only need a small subset of that field, which we introduce here. While there is a lot of online material on multivariate calculus and linear algebra, they are typically taught as two separate undergraduate courses so most material treats them in isolation.…

Paper and discussion history. A mention is not an endorsement.

The Matrix Calculus You Need For Deep Learning — mentioned by sva_

Fri, 19 Jan 2024 20:25:32 GMT

If you want more on this, check out this paper by Terence Parr and Jeremy Howard: https://arxiv.org/abs/1802.01528 It is rather accessible.

Paper and discussion history. A mention is not an endorsement.

The Matrix Calculus You Need For Deep Learning — mentioned by cs702

Mon, 31 Jul 2023 15:16:59 GMT

Please change the link to the original source: https://arxiv.org/abs/1802.01528 --- EDIT: It turns out explained.ai is the personal website of one of the authors, so there's no need to change the link. See comment below.

Paper and discussion history. A mention is not an endorsement.

The Matrix Calculus You Need For Deep Learning — mentioned by metanonsense

Sat, 15 Apr 2023 13:39:50 GMT

I liked the following book very much: https://arxiv.org/abs/1802.01528

Paper and discussion history. A mention is not an endorsement.

The Matrix Calculus You Need For Deep Learning — HN submission

Sun, 30 Oct 2022 12:53:57 GMT

The Matrix Calculus You Need for Deep Learning (2018)

3 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

The Matrix Calculus You Need For Deep Learning — mentioned by IWantToRelocate

Tue, 12 Oct 2021 22:17:11 GMT

a printable version of your link, in case someone want it as well: https://arxiv.org/pdf/1802.01528.pdf

Paper and discussion history. A mention is not an endorsement.

The Matrix Calculus You Need For Deep Learning — HN submission

Fri, 02 Apr 2021 22:45:47 GMT

The matrix calculus you need for deep learning (2018)

168 points; 40 discussion replies on HN. Paper and source history. A submission is not an endorsement.

The Matrix Calculus You Need For Deep Learning — HN submission

Thu, 09 Jan 2020 19:48:09 GMT

The Matrix Calculus You Need for Deep Learning

5 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

The Matrix Calculus You Need For Deep Learning — HN submission

Mon, 06 Jan 2020 22:16:28 GMT

The Matrix Calculus You Need for Deep Learning

7 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

The Matrix Calculus You Need For Deep Learning — mentioned by iamaaditya

Thu, 02 Aug 2018 22:00:23 GMT

[The Matrix Calculus You Need For Deep Learning](https://arxiv.org/pdf/1802.01528.pdf)

Paper and discussion history. A mention is not an endorsement.

The Matrix Calculus You Need For Deep Learning — HN submission

Sat, 10 Feb 2018 03:18:42 GMT

The Matrix Calculus You Need For Deep Learning

26 points; 4 discussion replies on HN. Paper and source history. A submission is not an endorsement.