The Statistical Physics of Data Assimilation and Machine Learning

The Statistical Physics of Data Assimilation and Machine Learning
Author :
Publisher : Cambridge University Press
Total Pages : 207
Release :
ISBN-10 : 9781316519639
ISBN-13 : 1316519635
Rating : 4/5 (635 Downloads)
DOWNLOAD EBOOK
Book Synopsis The Statistical Physics of Data Assimilation and Machine Learning by : Henry D. I. Abarbanel

Download or read book The Statistical Physics of Data Assimilation and Machine Learning written by Henry D. I. Abarbanel and published by Cambridge University Press. This book was released on 2022-02-17 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: The theory of data assimilation and machine learning is introduced in an accessible manner for undergraduate and graduate students.


The Statistical Physics of Data Assimilation and Machine Learning Related Books

The Statistical Physics of Data Assimilation and Machine Learning
Language: en
Pages: 207

The Statistical Physics of Data Assimilation and Machine Learning

Authors: Henry D. I. Abarbanel
Categories: Computers
Type: BOOK - Published: 2022-02-17 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

The theory of data assimilation and machine learning is introduced in an accessible manner for undergraduate and graduate students.
Dynamics On and Of Complex Networks III
Language: en
Pages: 244

Dynamics On and Of Complex Networks III

Authors: Fakhteh Ghanbarnejad
Categories: Science
Type: BOOK - Published: 2019-05-13 - Publisher: Springer

DOWNLOAD EBOOK

This book bridges the gap between advances in the communities of computer science and physics--namely machine learning and statistical physics. It contains dive
Machine Learning with Neural Networks
Language: en
Pages: 262

Machine Learning with Neural Networks

Authors: Bernhard Mehlig
Categories: Science
Type: BOOK - Published: 2021-10-28 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

This modern and self-contained book offers a clear and accessible introduction to the important topic of machine learning with neural networks. In addition to d
A Survey of Statistical Network Models
Language: en
Pages: 118

A Survey of Statistical Network Models

Authors: Anna Goldenberg
Categories: Computers
Type: BOOK - Published: 2010 - Publisher: Now Publishers Inc

DOWNLOAD EBOOK

Networks are ubiquitous in science and have become a focal point for discussion in everyday life. Formal statistical models for the analysis of network data hav
The Principles of Deep Learning Theory
Language: en
Pages: 473

The Principles of Deep Learning Theory

Authors: Daniel A. Roberts
Categories: Computers
Type: BOOK - Published: 2022-05-26 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

This volume develops an effective theory approach to understanding deep neural networks of practical relevance.