TY - BOOK AU - Ramsundar,Bharath TI - Deep learning for the life sciences: applying deep learning to genomics microscopy drug discovery and more SN - 9789352138333 U1 - 006.3101570 23 PY - 2019/// CY - Mumbai PB - Shroff Publishers KW - Deep Learning KW - Machine learning KW - Life Sciences KW - Data processing N1 - Includes index; preface -- 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 -