Foundations of Statistical Natural Language Processing (Manning Christopher)(Pevná vazba)

Foundations of Statistical Natural Language Processing (Manning Christopher)(Pevná vazba)

Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools

Introduction to Natural Language Processing (Eisenstein Jacob)(Pevná vazba)

A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine learning techniques.This textbook provides a technical perspective on natural language processing--methods

The Statistical Foundations of Entropy (Ramshaw John D.)(Pevná vazba)

This book presents an innovative unified approach to the statistical foundations of entropy and the fundamentals of equilibrium statistical mechanics. These intimately related subjects are often developed in a fragmented historical manner which obscures the essential simplicity of their logical

Stochastic Methods: A Handbook for the Natural and Social Sciences (Gardiner Crispin)(Pevná vazba)

The Handbook of Stochastic Methods covers systematically and in simple language the foundations of Markov systems, stochastic differential equations, Fokker-Planck equations and stochastic master equations. Strong emphasis is placed on systematic approximation methods for solving problems. The

Natural Language Processing: A Machine Learning Perspective (Zhang Yue)(Pevná vazba)

With a machine learning approach and less focus on linguistic details, this gentle introduction to natural language processing develops fundamental mathematical and deep learning models for NLP under a unified framework. NLP problems are systematically organised by their machine learning nature,

Practical Foundations for Programming Languages (Harper Robert)(Pevná vazba)

This text develops a comprehensive theory of programming languages based on type systems and structural operational semantics. Language concepts are precisely defined by their static and dynamic semantics, presenting the essential tools both intuitively and rigorously while relying on only

Language, Syntax, and the Natural Sciences (Gallego ngel J.)(Pevná vazba)

An exploration of human language from the perspective of the natural sciences, this outstanding book brings together leading specialists to discuss the scientific connection of language to disciplines such as mathematics, physics, chemistry and

For a Pragmatics of the Useless (Manning Erin)(Pevná vazba)

Wild Dyer: A guide to natural dyes & the art of patchwork & stitch (Booth Abigail)(Pevná vazba)

`By teaching you the foundations of natural dyeing, and guiding you through the simple stitch techniques, this book will allow you to dip in and out of projects while learning how to forage for and grow your own dye

Introduction to Information Retrieval (Manning Christopher D.)(Pevná vazba)

Class-tested and coherent, this groundbreaking new textbook teaches web-era information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. Written from a computer science perspective by three leading experts in the field, it gives

An Introduction to Statistical Learning: With Applications in R (James Gareth)(Pevná vazba)

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years

Statistical Physics for Biological Matter (Sung Wokyung)(Pevná vazba)

This book aims to cover a broad range of topics in statistical physics, including statistical mechanics (equilibrium and non-equilibrium), soft matter and fluid physics, for applications to biological phenomena at both cellular and macromolecular levels. It is intended to be a graduate level

Foundations of Astrophysics (Ryden Barbara)(Pevná vazba)

Foundations of Astrophysics provides a contemporary and complete introduction to astrophysics for astronomy and physics majors. With a logical presentation and conceptual and quantitative end-of-chapter problems, the material is accessible to introductory astrophysics students taking a two-semester

Foundations of Behavioral Health (Levin Bruce Lubotsky)(Pevná vazba)

Strategiya - The Foundations of the Russian Art of Strategy(Pevná vazba)

Statistical Physics of Particles (Kardar Mehran)(Pevná vazba)

Statistical physics has its origins in attempts to describe the thermal properties of matter in terms of its constituent particles, and has played a fundamental role in the development of quantum mechanics. Based on lectures taught by Professor Kardar at MIT, this textbook introduces the central

Computational Statistical Physics (Boettcher Lucas)(Pevná vazba)

Detailed and pedagogical account of computational statistical physics, this book covers both theoretical foundations of equilibrium and non-equilibrium statistical physics, and also modern, computational applications. The accessible and self-contained approach adopted by the authors makes this book

Angel of Destruction (Nicole Christopher)(Pevná vazba)

No Love Is Not Dead (McCabe Christopher)(Pevná vazba)

The perfect gift for poetry and language enthusiasts alike, this timely anthology of love poems in languages from across the globe, by poets past and present, is a powerful and poignant reminder of what love is and what it can

Essential Statistical Physics (Kennett Malcolm P.)(Pevná vazba)

Delivers a clear and concise exposition of key topics in statistical physics. Detailed mathematical derivations and problems allow students to develop a clear understanding of this important

Language and Human Understanding: The Roots of Creativity in Speech and Thought (Braine David)(Pevná vazba)

Philosopher, psychologist and linguist are all concerned with natural language. Accordingly, in seeking a unified view, David Braine draws on insights from all these fields, sifting through the discordant schools of linguists. He concludes that one extended logic or 'integrated semantic syntax'

Foundations of International Macroeconomics (Obstfeld Maurice)(Pevná vazba)

Foundations of International Macroeconomics is an innovative text that offers the first integrative modern treatment of the core issues in open economy macroeconomics and finance. With its clear and accessible style, it is suitable for first-year graduate macroeconomics courses as well as graduate

Foundations of Data Science (Blum Avrim)(Pevná vazba)

This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques

Applied Digital Signal Processing (Manolakis Dimitris G.)(Pevná vazba)

Master the basic concepts and methodologies of digital signal processing with this systematic introduction, without the need for an extensive mathematical background. The authors lead the reader through the fundamental mathematical principles underlying the operation of key signal processing