02222nam a22002657a 450000500170000000800410001702000180005804000130007608200180008910000230010724501990013026000420032930000170037149000190038850000180040752013590042554600080178465000210179265000280181365000180184165000390185970000140189870000210191270000230193320260605142941.0260605s2022    |||||||| |||| 00| 0 eng d  a9781801819312  cPK-LaUMT  a006.31bRAS-M1 aRaschka, Sebastian10aMachine learning with PyTorch and Scikit-Learn :bdevelop machine learning and deep learning models with Python /cSebastian Raschka, Yuxi Liu and Vahid Mirjalili ; foreword by Dmytro Dzhulgakov  aBirmingham :bPackt Publishing,c2022  axxix, 741 p.  aExpert insight  aIndex present  a"Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial, and a reference you'll keep coming back to as you build your machine learning systems. Packed with clear explanations, visualizations, and examples, this book covers all the essential machine learning techniques in depth. While some books teach youonly to follow instructions, with this machine learning book, we teach you the principles to build models and applications for yourself. Updated to cover deep learning using PyTorch, this book also introduces readers to the latest additions to scikit-learn. Moreover, this book covers various machine learning and deep learning techniques for text and image classification. You will also learn about generative adversarial networks (GANs) for generating new data and training intelligent agents with reinforcement learning. Finally, this new edition is also expanded to cover the latest trends in deep learning, including introductions to graph neural networks and large-scale transformers used for natural language processing (NLP). This PyTorch book is your companion to machine learning with Python, whether you're a Python developer new to machine learning or want to deepen your knowledge of the latest developments" -- From back cover  aEng  aMachine learning  aArtificial intelligence  aDeep learning  aPython (computer program language)1 aLiu, Yuxi1 aMirjalili, Vahid1 aDzhulgakov, Dmytro