Deep learning for the life sciences : applying deep learning to genomics, microscopy, drug discovery and more /
Bharath Ramsundar, Peter Eastman, Patrick Walters, & Vijay Pande.
- First edition.
- x, 222 pages : illustrations ; 24 cm
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
9781492039839 1492039837
2018277336
GBB978634 bnb
019380791 Uk
Life sciences--Data processing. Machine learning. Artificial intelligence. Artificial intelligence. Life sciences--Data processing. Machine learning.