Directed graphical models – Bücher zum Thema Directed graphical models finden und kaufen

Christopher M. Bishop, Hugh Bishop
Springer International Publishing
85.59 € · Hardcover

machine learning Deep learning Neural networks Decision theory Directed graphical models Convolutional networks

This book offers a comprehensive introduction to the central ideas that underpin deep learning. It is intended both for newcomers to machine learning and for those already experienced in the field. Covering key concepts relating to contemporary architectures and techniques, this essential book equip...

Regression Graph Models for Categorical Data

Monia Lupparelli, Giovanni Maria Marchetti, Claudia Tarantola
Springer International Publishing
48.14 € · Paperback

Graphical Models Regression Graph Models Categorical Data Analysis Bi-directed Graph Models Parametrization Bayesian Inference Maximum Likelihood Inference Multivariate Logistic Regression Models Log-linear Parametrization Marginal Independence Graphical Markov Model Bayesian Learning

This book consolidates knowledge on regression chain graph models, often referred to as regression graph models, with a particular emphasis on their parameterizations and inference for the analysis of categorical data. It presents regression graphs, their interpretation in terms of sequences of mult...

Regression Graph Models for Categorical Data

Monia Lupparelli, Giovanni Maria Marchetti, Claudia Tarantola
Springer International Publishing
48.14 € · eBook

Graphical Models Regression Graph Models Categorical Data Analysis Bi-directed Graph Models Parametrization Bayesian Inference Maximum Likelihood Inference Multivariate Logistic Regression Models Log-linear Parametrization Marginal Independence Graphical Markov Model Bayesian Learning

This book consolidates knowledge on regression chain graph models, often referred to as regression graph models, with a particular emphasis on their parameterizations and inference for the analysis of categorical data. It presents regression graphs, their interpretation in terms of sequences of mult...

Deep Learning

Christopher M. Bishop, Hugh Bishop
Springer International Publishing
85.59 € · eBook

machine learning Deep learning Neural networks Decision theory Directed graphical models Convolutional networks

This book offers a comprehensive introduction to the central ideas that underpin deep learning. It is intended both for newcomers to machine learning and for those already experienced in the field. Covering key concepts relating to contemporary architectures and techniques, this essential book equip...

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