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. Chapters start with a refresher on how the model works, before sharing the code you need to implement them in PyTorch. This book is ideal if you;
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Learn modern approaches to NLP and explore state-of-the-art NLP models using PyTorch Improve your NLP applications with innovative neural;
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differentiation, and get the best solutions for them. Moving on to algorithms; you will learn how PyTorch works with supervised and unsupervised;
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how to apply these methods using PyTorch, a Python-based deep learning library. Authors Delip Rao and Brian McMahon provide you with a;
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those wanting to explore deep learning with PyTorch to harness its power. This book will introduce you to the PyTorch deep learning library and;
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This book teaches the principles of natural language processing and covers linguistics issues. It also details the language-processing;
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PyTorch 1.x to build advanced neural network models Learn to perform a wide range of tasks by implementing deep learning algorithms and;
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Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You'll;
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Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory;
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Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory;
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in natural language processing, mathematical algorithms in natural language processing, and natural language in mobile systems. Section 1 focuses on;
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This book constitutes the refereed proceedings of the 5th International Conference on Natural Language Processing, FinTAL 2006, held;
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PyTorch. This is followed by a deep dive on building models with convolutional neural networks, deep neural networks, and recurrent neural;
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. The final chapter contains a detailed end-to-end solution with neural networks in Pytorch. After completing Hands-on Machine Learning with;
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Build and deploy intelligent applications for natural language processing with Python by using industry standard tools and recently popular;
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. The final chapter contains a detailed end-to-end solution with neural networks in Pytorch. After completing Hands-on Machine Learning with;
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-to-follow * Clear examples * Hands-on-guide Audience A basic understanding of machine learning and some experience with;
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scientific evaluation. An accompanying Website contains teaching materials for instructors, with pointers to language processing resources on the Web;
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selected from 70 submissions. They are grouped in topical sections on speech processing; resources and evaluation; natural language processing;
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Hands-on text analysis with Python, featuring natural language processing and computational linguistics algorithms Learn deep learning;
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framework with a strong focus on deep neural networks. Because it emphasizes GPU-based acceleration, PyTorch performs exceptionally well on readily;
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models, many teams still struggle with building NLP applications that live up to the hype. This hands-on guide helps you get up to speed on the;
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intersecting topics of information retrieval, machine learning, and natural language processing. Particular importance is placed on deep learning;
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research has shown that these disciplines are intimately connected, with a large variety of natural language processing and information retrieval;
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This book brings together work on Turkish natural language and speech processing over the last 25 years, covering numerous fundamental;
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Implement natural language processing applications with Python using a problem-solution approach. This book has numerous coding exercises;
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