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PopularThe Matrix Cookbook
Year: 2006
Content URL: Link To Content
About The Matrix Cookbook:
Excerpts from website ( http://matrixcookbook.com/ )
Authors: Kaare Brandt Petersen and Michael Syskind Pedersen. Michael Syskind Pedersen is engineer, has a PhD in mathematical modelling and is currently employed in the hearing aid company Oticon. Kaare Brandt Petersen has a master in physics and a PhD degree en mathematical modelling and currently works in the machine learning company Epital.
Excerpts from book:
Inside this book is a collection of facts (identities, approximations, inequalities, relations, etc) about matrices and matters relating to them. It is collected in this form for the convenience of anyone who wants a quick desktop reference.
Naturally, keeping a large repository of relations involving matrices is an ongoing project. This book is regularly updated to include more material and correct typos. The version number is the date of compilation apparent on the title page.
At the moment, topics covered include the basics of matrix, derivatives, inverses, complex matrices, decompositions, statistics and probability, gaussians, special matrices, functions and operators, one-dimensional results and proofs.
The identities, approximations and relations presented inside were obviously not invented but collected, borrowed and copied from a large amount of sources. These include similar but shorter notes found on the internet and appendices in books. Readers should see the references for a full list.
Authors: Kaare Brandt Petersen and Michael Syskind Pedersen. Michael Syskind Pedersen is engineer, has a PhD in mathematical modelling and is currently employed in the hearing aid company Oticon. Kaare Brandt Petersen has a master in physics and a PhD degree en mathematical modelling and currently works in the machine learning company Epital.
Excerpts from book:
Inside this book is a collection of facts (identities, approximations, inequalities, relations, etc) about matrices and matters relating to them. It is collected in this form for the convenience of anyone who wants a quick desktop reference.
Naturally, keeping a large repository of relations involving matrices is an ongoing project. This book is regularly updated to include more material and correct typos. The version number is the date of compilation apparent on the title page.
At the moment, topics covered include the basics of matrix, derivatives, inverses, complex matrices, decompositions, statistics and probability, gaussians, special matrices, functions and operators, one-dimensional results and proofs.
The identities, approximations and relations presented inside were obviously not invented but collected, borrowed and copied from a large amount of sources. These include similar but shorter notes found on the internet and appendices in books. Readers should see the references for a full list.