Automatic Differentiation: a look through Tensor and Operational Calculus

Autor:	Sajovic, Žiga
Rok vydání:	2016
Předmět:	Computer Science - Symbolic Computation Mathematics - Functional Analysis
Druh dokumentu:	Working Paper
Popis:	In this paper we take a look at Automatic Differentiation through the eyes of Tensor and Operational Calculus. This work is best consumed as supplementary material for learning tensor and operational calculus by those already familiar with automatic differentiation. To that purpose, we provide a simple implementation of automatic differentiation, where the steps taken are explained in the language tensor and operational calculus.
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/1612.02731 Zobrazit plný text záznamu View this record from Arxiv