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Book Io Mathematics For Machine Learning Viral book io Notation Notation Meaning R set of real numbers Rn set vector space of n tuples of real numbers endowed with the usual inner product Rm n set vector space of m by nmatrices ij Kronecker delta i e ij if i j otherwise rf x gradient of the function fat x rf x Hessian of the function fat x A transpose of the matrix A sample space P A probability of event A book io Varian APIs The aim of this book is to provide practical guidance for software development for radiotherapy The chapters will cover variety of topics with examples and code to get started with programming for your own needs The content is geared towards the Varian software platform including the TheFriCASSystemforComputerMathematics This is the original Axiom book from with title AXIOM The Scienti c Computation System by Jenks and Sutor in its adaptation for the FriCAS fork of the Axiom source code It counts as the o fcial version for the FriCAS project The original sources including the text and scripts for this book where released in under the Mathematics for Machine Learning Notation Notation Meaning R set of real numbers Rn set vector space of n tuples of real numbers endowed with the usual inner product Rm n set vector space of m by nmatrices ij Kronecker delta i e ij if i j otherwise rf x gradient of the function fat x rf x Hessian of the function fat x A transpose of the matrix A sample space P A probability of event A Introduction to MARIE A Basic CPU Simulator this book we will use MARIE js this is available at https marie js github io MARIE js The basic idea is that the MARIE assembly language is a simple implementation of the von Neumann architecture as shown below An assembly language is the lowest level of abstraction you can get away from machine language which is binary code



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