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The Matrix Cookbook has a lot of useful formulas, but they don't have much explanation. In the Tensor Cookbook I aim to show the same formulas using tensor dia
by thomasahle 2y ago
The Matrix Cookbook has a lot of useful formulas, but they don't have much explanation.
In the Tensor Cookbook I aim to show the same formulas using tensor diagrams, in a way that (hopefully) make them seem so obvious you don't even need the book afterwards.
- chriskanan 2y agoThat's a good point regarding the Matrix Cookbook. I didn't start using it until I'd already learned a lot of linear algebra and how to do matrix calculus by hand, so I didn't really need much of an explanation when I first discovered it in the 2000s. In contrast, the Tensor Cookbook was my first introduction to tensor diagrams, so I didn't have any prior experience with them to lean on. It certainly looks like a useful and powerful technique, but it seems like something that warrants almost a crash course in the topic with some exercises rather than just jumping in.
- thomasahle 2y ago> It certainly looks like a useful and powerful technique, but it seems like something that warrants almost a crash course in the topic with some exercises rather than just jumping in. I guess my personal crash course was writing a book on the topic. And a software library... Ironically this makes it harder for me to appreciate the level of explanation needed for others. Thus I rely on people like you to tell me where the chain jumps off, so I can expand the sections. Please let me know what sections were too quickly skipped through!