Information Theory, Inference and Learning Algorithms [1st ed.] 9780521642989, 0521642981

Information theory, inference, and learning algorithms [1st ed.] 9780521642989, 0521642981

Information theory and inference, often taught separately, are here united in one entertaining textbook. These topics li

573 42 12MB Read more

Information Theory, Inference and Learning Algorithms

1,151 77 12MB Read more

Information, inference, learning algorithms (ps) [draft ed.]

373 69 3MB Read more

Information, inference, learning algorithms (TeX source) [draft ed.]

416 12 620KB Read more

Elements of Causal Inference: Foundations and Learning Algorithms 9780262344296, 9780262037310, 0262344297

A concise and self-contained introduction to causal inference, increasingly important in data science and machine learni

151 93 12MB Read more

Learning kernel classifiers: theory and algorithms 9780262083065, 026208306X

Linear classifiers in kernel spaces have emerged as a major topic within the field of machine learning. The kernel techn

413 60 3MB Read more

Learning Kernel Classifiers: Theory and Algorithms 026208306X, 9780585436685, 9780262083065

Linear classifiers in kernel spaces have emerged as a major topic within the field of machine learning. The kernel techn

391 2 3MB Read more

Understanding Machine Learning: From Theory To Algorithms 1107057132, 9781107057135

Reading books is a kind of enjoyment. Reading books is a good habit. We bring you a different kinds of books. You can ca

515 27 3MB Read more

Machine Learning for Causal Inference 9783031350511, 9783031350504

This book provides a deep understanding of the relationship between machine learning and causal inference. It covers a b

117 85 21MB Read more

Learning Algorithms 9781492091066

718 102 6MB Read more