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Unlike some other reproductions of classic texts (1) We have not used OCR(Optical Character Recognition), as this leads to bad quality books with introduced typos. (2) In books where there are images such as portraits, maps, sketches etc We have endeavoured to keep the quality of these images, so they represent accurately the original artefact. Although occasionally there may be certain imperfections with these old texts, we feel they deserve to be made available for future generations to enjoy.
Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based models, and denoising diffusion models. The book starts with the basics of deep learning and progresses to cutting-edge architectures. Through tips and tricks, you'll understand how to make your models learn more efficiently and become more creative. Discover how VAEs can change facial expressions in photos Train GANs to generate images based on your own dataset Build diffusion models to produce new varieties of flowers Train your own GPT for text generation Learn how large language models like ChatGPT are trained Explore state-of-the-art architectures such as StyleGAN2 and ViT-VQGAN Compose polyphonic music using Transformers and MuseGAN Understand how generative world models can solve reinforcement learning tasks Dive into multimodal models such as DALL.E 2, Imagen, and Stable Diffusion This book also explores the future of generative AI and how individuals and companies can proactively begin to leverage this remarkable new technology to create competitive advantage.
'These prayers help me to pray... All prayer is talking to God as to a friend, and it is God's closest friends who can teach me how to do that best.' Timothy Radcliffe OPThis treasury of prayers for the Third Christian Millennium offers practical spiritual guidance for an increasingly busy world.The late Cardinal Basil Hume, in his Introduction, writes that the need for us to be people of prayer has never been more urgent. We know that unless we are deeply rooted in a sense of God's presence and able to refer all things to God, then our pilgrimage into the future will be marked more by uncertainty than by the peace which is God's gift.The book's extensive range includes favourite Catholic prayers such as the Rosary and the Stations of the Cross, along with others that may be less familiar, organized under many different themes and topics. Helpful introductions and a pattern of daily prayers make this book nothing less than a course in Christian spirituality.The book is for people approaching Christian prayer for the first time, and also for those who want to begin afresh. It will be especially helpful to young people, and the parents and teachers who want to help them learn to pray in the living tradition of the Church.
The fields of image analysis, computer vision, and artificial intelligence all make use of descriptions of shape in grey-level images. Most existing algorithms for the automatic recognition and classification of particular shapes have been devel oped for specific purposes, with the result that these methods are often restricted in their application. The use of advanced and theoretically well-founded math ematical methods should lead to the construction of robust shape descriptors having more general application. Shape description can be regarded as a meeting point of vision research, mathematics, computing science, and the application fields of image analy sis, computer vision, and artificial intelligence. The NATO Advanced Research Workshop "Shape in Picture" was organised with a twofold objective: first, it should provide all participants with an overview of relevant developments in these different disciplines; second, it should stimulate researchers to exchange original results and ideas across the boundaries of these disciplines. This book comprises a widely drawn selection of papers presented at the workshop, and many contributions have been revised to reflect further progress in the field. The focus of this collection is on mathematical approaches to the construction of shape descriptions from grey-level images. The book is divided into five parts, each devoted to a different discipline. Each part contains papers that have tutorial sections; these are intended to assist the reader in becoming acquainted with the variety of approaches to the problem."
First published in 2001. Routledge is an imprint of Taylor & Francis, an informa company.
The use of mathematical modeling te chniques in biomedical research is playing an increasingly important role aso ne seeks tounderstand the physiopathology of disease processes. This includes not only understand ing mechanisms ofphysiological processes, but diagnosis and treatment. In addition, its introduction in the study of genomics andproteomics is key in understanding the functional ch aracteristics of gene expression and protein assembly and secretion. Finally, with the increasing com plexity and associated cost of drug development, modeling techniques are being used to streamline the process. We have workedin c lose collaboration with colleagues in biomedical and pharmaceutical research for a number of years applying and refining mathematical modeling techniques to avariety o f problems. In addition, we haveworked incollaboration with colleagues in applied m athematics and statistics to develop new algorithms to solve new setsof problems as theyemerge ino ur research efforts. Finally, we have worked with colleagues in computer sciencet o develop new software tools that bring the power of mathematical modeling to a broad research community. This books brings together mucho f what we have learned over the years, and presents the material in a format that should be accessible both to the novice reader and those desiring more detailed information about specific techniques.
Finally back in print--David Foster Wallace and Mark Costello's
exuberant exploration of rap music and culture.
In this thought-provoking and playful short story collection, David Foster Wallace nudges at the boundaries of fiction with inimitable wit and seductive intelligence. Wallace's stories present a world where the bizarre and the banal are interwoven and where hideous men appear in many guises. Among the stories are 'The Depressed Person, ' a dazzling and blackly humorous portrayal of a woman's mental state; 'Adult World, ' which reveals a woman's agonized consideration of her confusing sexual relationship with her husband; and 'Brief Interviews with Hideous Men, ' a dark, hilarious series of imagined interviews with men on the subject of their relations with women. Wallace delights in leftfield observation, mining the absurd, the surprising, and the illuminating from every situation. This collection will enthrall DFW fans, and provides a perfect introduction for new readers.
Despite the increasingly global implications of conversations about
writing and learning, U.S. composition studies has devoted little
attention to cross-national perspectives on student writing and its
roles in wider cultural contexts. Caught up in our own concerns
about how U.S. students make the transition as writers from
secondary school to postsecondary education, we often overlook the
fact that students around the world are undergoing the same
evolution. How do the students in China, England, France, Germany,
Kenya, or South Africa--the educational systems represented in this
collection--write their way into the communities of their chosen
disciplines? How, for instance, do students whose mother tongue is
not the language of instruction cope with the demands of academic
and discipline-specific writing? And in what ways is U.S. students'
development as academic writers similar to or different from that
of students in other countries?
Despite the increasingly global implications of conversations about writing and learning, U.S. composition studies has devoted little attention to cross-national perspectives on student writing and its roles in wider cultural contexts. Caught up in our own concerns about how U.S. students make the transition as writers from secondary school to postsecondary education, we often overlook the fact that students around the world are undergoing the same evolution. How do the students in China, England, France, Germany, Kenya, or South Africa--the educational systems represented in this collection--write their way into the communities of their chosen disciplines? How, for instance, do students whose mother tongue is not the language of instruction cope with the demands of academic and discipline-specific writing? And in what ways is U.S. students' development as academic writers similar to or different from that of students in other countries? With this collection, editors David Foster and David R. Russell broaden the discussion about the role of writing in various educational systems and cultures. Students' development as academic writers raises issues of student authorship and agency, as well as larger issues of educational access, institutional power relations, system goals, and students' roles in society. The contributors to this collection discuss selected writing purposes and forms characteristic of a specific national education system, describe students' agency as writers, and identify contextual factors--social, economic, linguistic, cultural--that shape institutional responses to writing development. In discussions that bookend these studies of different educational structures, the editors compare U.S. postsecondary writing practices and pedagogies with those in other national systems, and suggest new perspectives for cross-national study of learning/writing issues important to all educational systems. Given the worldwide increase in students en
A gargantuan, mind-altering comedy about the Pursuit of Happiness in America Set in an addicts' halfway house and a tennis academy, and featuring the most endearingly screwed-up family to come along in recent fiction, Infinite Jest explores essential questions about what entertainment is and why it has come to so dominate our lives; about how our desire for entertainment affects our need to connect with other people; and about what the pleasures we choose say about who we are. Equal parts philosophical quest and screwball comedy, Infinite Jest bends every rule of fiction without sacrificing for a moment its own entertainment value. It is an exuberant, uniquely American exploration of the passions that make us human -- and one of those rare books that renew the idea of what a novel can do. With a foreword by Tom Bisell. "The next step in fiction...Edgy, accurate, and darkly witty...Think Beckett, think Pynchon, think Gaddis. Think." --Sven Birkerts, The Atlantic
Also Available as an eBook Many people believe that once someone becomes a Christian, life is suddenly easy, and problems disappear. This could not be farther from the truth. In fact, Christians often face more challenges, as the same faith that provides them with support and consolation is tested on a daily basis. In THE POWER TO PREVAIL, David Foster explores the paradox of adversity. While obstacles and trials are bound to arise, he asserts it is how people respond to those challenges that determines whether they grow in faith or crumble in defeat. Foster then details a three-point plan that helps to promote a positive response: He says if we choose our attitudes, change our aptitudes, and control our actions, adversity ceases to be a stumbling block and starts to become an opportunity. Practical, hard-hitting, and inspiring, THE POWER TO PREVAIL is a manual for those who want to make the most of their Christian walk, regardless of their circumstances.
These new resources have been written for the new 9-1 grading scale, with progression, international relevance and support at their core. The new 9-1 grading scale ensures a consistent international standard of qualification. The increase in levels of grading allows learners to achieve their full potential and make more informed decisions about their options for progression. A fully integrated Progression Map tool allows quick and easy formative assessment of student progress, linked to guidance on tailored learning solutions, helping students make the best progress they can. The embedded transferrable skills that are needed for progression into higher education and employment, are explicitly signposted allowing students to understand, and engage with, the skills they're gaining. Online teacher support will save you valuable time when planning, teaching and assessing. Each Student Book provides access to an ActiveBook, a digital version of the Student's Book, which can be accessed online, anytime, anywhere supporting learning beyond the classroom. Specifically developed for International learners, with appropriate international content, making it engaging and relevant for all learners and allowing for learning in a local context, to a global standard. EAL-focused content, checked by an EAL specialist, addresses the needs of EAL students with carefully graded writing to B2/C1 level (CEFR) and a glossary provided of specialist vocabulary.
'A writer of virtuostic talents who can seemingly do anything' New York Times 'Wallace is a superb comedian of culture . . . his exuberance and intellectual impishness are a delight' James Wood, Guardian 'He induces the kind of laughter which, when read in bed with a sleeping partner, wakes said sleeping partner up . . . He's damn good' Nicholas Lezard, Guardian 'One of the best books about addiction and recovery to appear in recent memory' Sunday Times Somewhere in the not-so-distant future the residents of Ennet House, a Boston halfway house for recovering addicts, and students at the nearby Enfield Tennis Academy are ensnared in the search for the master copy of Infinite Jest, a movie said to be so dangerously entertaining its viewers become entranced and expire in a state of catatonic bliss . . .
David Foster Wallace was at the center of late-20th-century American literature, Bryan A. Garner at that of legal scholarship and lexicography. It was language that drew them together. The wide-ranging interview reproduced here memorializes 67 minutes of their second and final evening together, in February 2006. It was DFW's last long interview, and the only one devoted exclusively to language and writing.
Signifying Rappers is a fun and quirky discovery for any fan of David Foster Wallace or Hip-hop. Signifying Rappers is an old-school classic from David Foster Wallace and his friend and room-mate Mark Costello, first published in 1990, long out of print, and previously unavailable outside the USA. A paean to the golden age of Hip-Hop and the first book to consider seriously its position as a vital force in American culture, Signifying Rappers is a must-read for fans of both Wallace and hip-hop. Set against the legendary 1980s scene, it maps the bipolarities of rap and pop, rebellion and acceptance, glitz and gangsterdom, with an energy and exuberance which is as fresh today as when it was written. 'Costello and Wallace's pioneering study is a dazzling performance: informative, provocative, funny, brilliantly written . . . great wit, insight and in-your-face energy' Review of Contemporary Fiction 'Both a cogent explication of rap and a cutting, revealing parody of overinflated, pseudointellectual rap criticism' Seattle Weekly David Foster Wallace, who died in 2008, was the author of the acclaimed novels Infinite Jest and The Broom of the System. His final novel, The Pale King, was published posthumously in 2011. He is also the author of the short-story collections Oblivion, Brief Interviews with Hideous Men and Girl with Curious Hair. His non-fiction includes several essay collections, including Both Flesh and Not, which was published in 2012, and the the full-length work Everything and More. Mark Costello is the author of two novels, including the National Book Award Finalist Big If. He lives in New York City.
The use of mathematical modeling techniques in biomedical research is playing an increasingly important role in the understanding of the pathophysiology of disease processes. This includes not only understanding mechanisms of physiological processes, but also diagnosis and treatment. In addition, its introduction in the study of genomics and proteomics is key in understanding the functional characteristics of gene expression and protein assembly and secretion. Finally, with the increasing complexity and associated cost of drug development, modeling techniques are being used to streamline the process. This book is designed to give the reader the mathematical and statistical information necessary to design tracer kinetic studies, to use noncompartmental methodologies and/or to develop multicompartmental models to interpret the data. The book starts with a review of fundamentals of radioactive and stable isotope tracer kinetics and then proceeds with a description of the noncompartmental and multicompartmental modeling methodologies to study systems in the steady state.The focus is on understanding the basic assumptions inherent in the methodologies and the underlying mathematics and statistics, on discussing how to assess how 'good' a model is and on giving some hints on how better to design kinetic studies, in order to increase the probability of a successful study and to ensure the maximal information content in the experimental data to be extracted. The book has an extensive section on parameter estimation, i.e., fitting models to data, first in general terms and then specifically related to noncompartmental and compartmental models. This is written from a basic point of view, and is intended to remove the mystery from the 'black box' of computer optimization software. Finally, a special application often found in tracer kinetic analysis, precursor-product relationships, is discussed. Throughout the book, the goal is to provide even the novice with sufficient background so that he/she can feel comfortable. A number of case studies, based upon real experimental data, are carried through the text. Other examples illustrate specific points. All data examples are provided on a floppy disk.
The fields of image analysis, computer vision, and artificial intelligence all make use of descriptions of shape in grey-level images. Most existing algorithms for the automatic recognition and classification of particular shapes have been devel oped for specific purposes, with the result that these methods are often restricted in their application. The use of advanced and theoretically well-founded math ematical methods should lead to the construction of robust shape descriptors having more general application. Shape description can be regarded as a meeting point of vision research, mathematics, computing science, and the application fields of image analy sis, computer vision, and artificial intelligence. The NATO Advanced Research Workshop "Shape in Picture" was organised with a twofold objective: first, it should provide all participants with an overview of relevant developments in these different disciplines; second, it should stimulate researchers to exchange original results and ideas across the boundaries of these disciplines. This book comprises a widely drawn selection of papers presented at the workshop, and many contributions have been revised to reflect further progress in the field. The focus of this collection is on mathematical approaches to the construction of shape descriptions from grey-level images. The book is divided into five parts, each devoted to a different discipline. Each part contains papers that have tutorial sections; these are intended to assist the reader in becoming acquainted with the variety of approaches to the problem." |
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