Information Theory, Inference, and Learning Algorithms

GPTKB entity

Statements (18)
Predicate Object
gptkbp:instanceOf gptkb:book
gptkbp:author gptkb:David_J._C._MacKay
gptkbp:availableOn https://www.inference.org.uk/itprnn/book.pdf
gptkbp:citation high
https://www.w3.org/2000/01/rdf-schema#label Information Theory, Inference, and Learning Algorithms
gptkbp:ISBN 9780521642989
gptkbp:language English
gptkbp:notableFor comprehensive treatment of information theory and machine learning
free online availability
gptkbp:publicationYear 2003
gptkbp:publisher gptkb:Cambridge_University_Press
gptkbp:subject gptkb:information_theory
gptkb:machine_learning
gptkb:probability_theory
inference
gptkbp:usedIn university courses
gptkbp:bfsParent gptkb:Information_Theory
gptkbp:bfsLayer 5