TY - BOOK AU - Ramsundar,Bharath AU - Eastman,Peter AU - Walters,Patrick AU - Pande,Vijay TI - Deep learning for the life sciences: applying deep learning to genomics, microscopy, drug discovery and more SN - 9781492039839 AV - QH307.2 .R36 2019 U1 - 570.285 23 PY - 2019///] CY - Sebastopol, CA PB - O'Reilly Media KW - Life sciences KW - Data processing KW - Machine learning KW - Artificial intelligence KW - fast N1 - 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 ER -