Deep learning for the life sciences : applying deep learning to genomics, microscopy, drug discovery and more / Bharath Ramsundar, Peter Eastman, Patrick Walters, & Vijay Pande.
Material type:
TextPublisher: Sebastopol, CA : O'Reilly Media, [2019]Copyright date: ©2019Edition: First editionDescription: x, 222 pages : illustrations ; 24 cmContent type: text Media type: unmediated Carrier type: volumeISBN: 9781492039839; 1492039837Subject(s): Life sciences -- Data processing | Machine learning | Artificial intelligence | Artificial intelligence | Life sciences -- Data processing | Machine learningDDC classification: 570.285 LOC classification: QH307.2 | .R36 2019
Contents:
Why life science -- Introduction to deep learning -- 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
| Item type | Current location | Home library | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|---|
Book
|
Atta-ur-Rahman School of Applied Biosciences (ASAB) | Atta-ur-Rahman School of Applied Biosciences (ASAB) | 570.285 DEE 2019 3499 (Browse shelf) | Available | ASAB3499 |
Total holds: 0
Browsing Atta-ur-Rahman School of Applied Biosciences (ASAB) shelves Close shelf browser
| 570.285 BAL Bioinformatics | 570.285 BAX 2020 3492 Bioinformatics : a practical guide to the analysis of genes and proteins / | 570.285 BOS Bioinformatics | 570.285 DEE 2019 3499 Deep learning for the life sciences : applying deep learning to genomics, microscopy, drug discovery and more / | 570.285 SHA Trends in bioinformatics research / | 570.3 DIC dictionary of biology. | 570.7 CLE Biology for the IB Diploma |
Includes bibliographical references and index.
Why life science -- Introduction to deep learning -- 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
There are no comments on this title.