TensorFlow for deep learning : from linear regression to reinforcement learning / Bharath Ramsundar and Reza Bosagh Zadeh.
Material type: TextPublication details: Beijing : Mumbai : O'Reilly, Shroff Publishers & Distributors, 2018.Description: xii, 240 p. : ill. ; 24 cmISBN:- 9789352137046
- 006.31 23 RAM
- Q325.5 .R363 2018
Contents:
Introduction to deep learning -- Introduction to TensorFlow primitives -- Linear and logistic regression with TensorFlow -- Fully connected deep networks -- Hyperparameter optimization -- Convolutional neural networks -- Recurrent neural networks -- Reinforcement learning -- Training large deep networks -- The future of deep learning.
Item type | Current library | Call number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|
Books | Learning Resource Centre | 006.31 RAM (Browse shelf(Opens below)) | Available | 13806 | ||
Books | Learning Resource Centre | 006.31 RAM (Browse shelf(Opens below)) | Available | 13805 |
Total holds: 0
Includes index.
Introduction to deep learning -- Introduction to TensorFlow primitives -- Linear and logistic regression with TensorFlow -- Fully connected deep networks -- Hyperparameter optimization -- Convolutional neural networks -- Recurrent neural networks -- Reinforcement learning -- Training large deep networks -- The future of deep learning.
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