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Library,Documentation and Information Science Division

“A research journal serves that narrow

borderland which separates the known from the unknown”

-P.C.Mahalanobis


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Deep learning for the life sciences: applying deep learning to genomics microscopy drug discovery and more/ Bharat Ramsundar and et al

By: Material type: TextTextPublication details: Mumbai: Shroff Publishers, 2019Description: x 222 pages, 23 cmISBN:
  • 9789352138333
Subject(s): DDC classification:
  • 23 006.3101570 R178
Contents:
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
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Holdings
Item type Current library Call number Status Notes Date due Barcode Item holds
Books ISI Library, Kolkata 006.3101570 R178 (Browse shelf(Opens below)) Available Gifted by Prof Sankar Kumar Pal (CSCR) C26948
Total holds: 0

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

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