Coverart for item
The Resource Deep learning for the life sciences : applying deep learning to cenomics, microscopy, drug discovery, and more, Bharath Ramsundar, Peter Eastman, Patrick Walters, and Vijay Pande

Deep learning for the life sciences : applying deep learning to cenomics, microscopy, drug discovery, and more, Bharath Ramsundar, Peter Eastman, Patrick Walters, and Vijay Pande

Label
Deep learning for the life sciences : applying deep learning to cenomics, microscopy, drug discovery, and more
Title
Deep learning for the life sciences
Title remainder
applying deep learning to cenomics, microscopy, drug discovery, and more
Statement of responsibility
Bharath Ramsundar, Peter Eastman, Patrick Walters, and Vijay Pande
Creator
Contributor
Subject
Language
eng
Cataloging source
N$T
http://library.link/vocab/creatorName
Ramsundar, Bharath
Dewey number
570
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Eastman, Peter
  • Walters, Patrick
  • Pande, Vijay
http://library.link/vocab/subjectName
  • Life sciences
  • Machine learning
  • Artificial intelligence
Label
Deep learning for the life sciences : applying deep learning to cenomics, microscopy, drug discovery, and more, Bharath Ramsundar, Peter Eastman, Patrick Walters, and Vijay Pande
Instantiates
Publication
Note
Includes index
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Why Life Science? -- Introduction to Deep Learning; Linear Models -- Machine Learning with DeepChem -- Machine Learning for Molecules -- Biophysical Machine Learning -- Deep Learning for Genomics -- Machine Learning for Microscopy -- Deep Learning for Medicine -- Generative Models -- Interpretation of Deep Models -- A Virtual Screening Workflow Example -- Prospects and Perspectives
Control code
on1097183545
Dimensions
unknown
Edition
First edition
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781492039808
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
c
http://library.link/vocab/ext/overdrive/overdriveId
cl0501000044
Quality assurance targets
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)1097183545
Label
Deep learning for the life sciences : applying deep learning to cenomics, microscopy, drug discovery, and more, Bharath Ramsundar, Peter Eastman, Patrick Walters, and Vijay Pande
Publication
Note
Includes index
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Why Life Science? -- Introduction to Deep Learning; Linear Models -- Machine Learning with DeepChem -- Machine Learning for Molecules -- Biophysical Machine Learning -- Deep Learning for Genomics -- Machine Learning for Microscopy -- Deep Learning for Medicine -- Generative Models -- Interpretation of Deep Models -- A Virtual Screening Workflow Example -- Prospects and Perspectives
Control code
on1097183545
Dimensions
unknown
Edition
First edition
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781492039808
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
c
http://library.link/vocab/ext/overdrive/overdriveId
cl0501000044
Quality assurance targets
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)1097183545

Library Locations

    • InternetBorrow it
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