Epoch
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Epoch
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Author :
language : en
Publisher:
Release Date : 1889
Epoch written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1889 with categories.
Machine Learning With Tensorflow Second Edition
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Author : Mattmann A. Chris
language : en
Publisher: Manning
Release Date : 2021-02-02
Machine Learning With Tensorflow Second Edition written by Mattmann A. Chris and has been published by Manning this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-02 with Computers categories.
Updated with new code, new projects, and new chapters, Machine Learning with TensorFlow, Second Edition gives readers a solid foundation in machine-learning concepts and the TensorFlow library. Summary Updated with new code, new projects, and new chapters, Machine Learning with TensorFlow, Second Edition gives readers a solid foundation in machine-learning concepts and the TensorFlow library. Written by NASA JPL Deputy CTO and Principal Data Scientist Chris Mattmann, all examples are accompanied by downloadable Jupyter Notebooks for a hands-on experience coding TensorFlow with Python. New and revised content expands coverage of core machine learning algorithms, and advancements in neural networks such as VGG-Face facial identification classifiers and deep speech classifiers. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Supercharge your data analysis with machine learning! ML algorithms automatically improve as they process data, so results get better over time. You don’t have to be a mathematician to use ML: Tools like Google’s TensorFlow library help with complex calculations so you can focus on getting the answers you need. About the book Machine Learning with TensorFlow, Second Edition is a fully revised guide to building machine learning models using Python and TensorFlow. You’ll apply core ML concepts to real-world challenges, such as sentiment analysis, text classification, and image recognition. Hands-on examples illustrate neural network techniques for deep speech processing, facial identification, and auto-encoding with CIFAR-10. What's inside Machine Learning with TensorFlow Choosing the best ML approaches Visualizing algorithms with TensorBoard Sharing results with collaborators Running models in Docker About the reader Requires intermediate Python skills and knowledge of general algebraic concepts like vectors and matrices. Examples use the super-stable 1.15.x branch of TensorFlow and TensorFlow 2.x. About the author Chris Mattmann is the Division Manager of the Artificial Intelligence, Analytics, and Innovation Organization at NASA Jet Propulsion Lab. The first edition of this book was written by Nishant Shukla with Kenneth Fricklas. Table of Contents PART 1 - YOUR MACHINE-LEARNING RIG 1 A machine-learning odyssey 2 TensorFlow essentials PART 2 - CORE LEARNING ALGORITHMS 3 Linear regression and beyond 4 Using regression for call-center volume prediction 5 A gentle introduction to classification 6 Sentiment classification: Large movie-review dataset 7 Automatically clustering data 8 Inferring user activity from Android accelerometer data 9 Hidden Markov models 10 Part-of-speech tagging and word-sense disambiguation PART 3 - THE NEURAL NETWORK PARADIGM 11 A peek into autoencoders 12 Applying autoencoders: The CIFAR-10 image dataset 13 Reinforcement learning 14 Convolutional neural networks 15 Building a real-world CNN: VGG-Face ad VGG-Face Lite 16 Recurrent neural networks 17 LSTMs and automatic speech recognition 18 Sequence-to-sequence models for chatbots 19 Utility landscape
Distributed Computing
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Author : Pierre Fraigniaud
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-09-16
Distributed Computing written by Pierre Fraigniaud and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-09-16 with Computers categories.
This book constitutes the refereed proceedings of the 19th International Conference on Distributed Computing, DISC 2005, held in Cracow, Poland, in September 2005. The 32 revised full papers selected from 162 submissions are presented together with 14 brief announcements of ongoing works chosen from 30 submissions; all of them were carefully selected for inclusion in the book. The entire scope of current issues in distributed computing is addressed, ranging from foundational and theoretical topics to algorithms and systems issues and to applications in various fields.
Structural Information And Communication Complexity
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Author : Sergio Rajsbaum
language : en
Publisher: Springer Nature
Release Date : 2023-05-24
Structural Information And Communication Complexity written by Sergio Rajsbaum and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-24 with Computers categories.
This book constitutes the refereed proceedings of the 30th International Colloquium on Structural Information and Communication Complexity, SIROCCO 2023, held in Alcalá de Henares, Spain, during June 6–9, 2023. The 26 full papers presented in this book were carefully reviewed and selected from 48 submissions. SIROCCO is devoted to the study of the interplay between structural knowledge, communication, and computing in decentralized systems of multiple communicating entities. Special emphasis is given to innovative approaches leading to better understanding of the relationship between computing and communication. This is the 30th edition of SIROCCO, and 3 of the 26 papers in this book are devoted to celebrating this fact, plus an additional paper about a recent trend to study special models of computation.
Introduction To Reliable And Secure Distributed Programming
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Author : Christian Cachin
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-02-11
Introduction To Reliable And Secure Distributed Programming written by Christian Cachin and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-02-11 with Computers categories.
In modern computing a program is usually distributed among several processes. The fundamental challenge when developing reliable and secure distributed programs is to support the cooperation of processes required to execute a common task, even when some of these processes fail. Failures may range from crashes to adversarial attacks by malicious processes. Cachin, Guerraoui, and Rodrigues present an introductory description of fundamental distributed programming abstractions together with algorithms to implement them in distributed systems, where processes are subject to crashes and malicious attacks. The authors follow an incremental approach by first introducing basic abstractions in simple distributed environments, before moving to more sophisticated abstractions and more challenging environments. Each core chapter is devoted to one topic, covering reliable broadcast, shared memory, consensus, and extensions of consensus. For every topic, many exercises and their solutions enhance the understanding This book represents the second edition of "Introduction to Reliable Distributed Programming". Its scope has been extended to include security against malicious actions by non-cooperating processes. This important domain has become widely known under the name "Byzantine fault-tolerance".
Introductory Text Book Of Geology
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Author : David Page
language : en
Publisher:
Release Date : 1857
Introductory Text Book Of Geology written by David Page and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1857 with Geology categories.
2013 Update To Esoptrics Try To End The Notion Of The Continuum The Absurd Math It Begets
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Author : Edward N. Haas
language : en
Publisher: Author House
Release Date : 2014-01-08
2013 Update To Esoptrics Try To End The Notion Of The Continuum The Absurd Math It Begets written by Edward N. Haas and has been published by Author House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-08 with Philosophy categories.
For at least 2,500 years now, one of the most—if not the most—hotly, widely, and often contested issues is the notion of the continuum. It’s a notion which looks upon time, space, locomotion, and change as continuous, which is to say it implies there is no limit to the smallness of the smallest segment of each. Thereby, it necessarily invokes the notion of in¬finite divisibility. The latter then demands mathematical conclusions so mani¬festly self-contradictory, they boggle the mind no less than does the notion of a square cir¬cle. No won¬der, then, they move many a renowned thinker, such as John Locke and David Hume, to proclaim those conclusions “absurd”. See my quotes from them on pages II & VIII.
The History Of Philosophy From Thales To Comte
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Author : George Henry Lewes
language : en
Publisher:
Release Date : 1867
The History Of Philosophy From Thales To Comte written by George Henry Lewes and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1867 with Philosophy categories.
Natural Language Processing
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Author : Raymond S. T. Lee
language : en
Publisher: Springer Nature
Release Date : 2023-11-14
Natural Language Processing written by Raymond S. T. Lee and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-14 with Computers categories.
This textbook presents an up-to-date and comprehensive overview of Natural Language Processing (NLP), from basic concepts to core algorithms and key applications. Further, it contains seven step-by-step NLP workshops (total length: 14 hours) offering hands-on practice with essential Python tools like NLTK, spaCy, TensorFlow Kera, Transformer and BERT. The objective of this book is to provide readers with a fundamental grasp of NLP and its core technologies, and to enable them to build their own NLP applications (e.g. Chatbot systems) using Python-based NLP tools. It is both a textbook and NLP tool-book intended for the following readers: undergraduate students from various disciplines who want to learn NLP; lecturers and tutors who want to teach courses or tutorials for undergraduate/graduate students on NLP and related AI topics; and readers with various backgrounds who want to learn NLP, and more importantly, to build workable NLP applications after completing its 14 hours of Python-based workshops.
Demand Forecasting And Order Planning In Supply Chains And Humanitarian Logistics
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Author : Taghipour, Atour
language : en
Publisher: IGI Global
Release Date : 2020-09-18
Demand Forecasting And Order Planning In Supply Chains And Humanitarian Logistics written by Taghipour, Atour and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-18 with Business & Economics categories.
In a decentralized supply chain, most of the supply chain agents may not share information due to confidentiality policies, quality of information, or different system incompatibilities. Every actor holds its own set of information and attempts to maximize its objective (minimizing costs/minimizing inventory holdings) based on the available settings. Therefore, the agents control their own activities with the objective of improving their own competitiveness, which leads them to make decisions that maximize their local performance by ignoring the other agents or even the final consumer. These decisions are myopic because they do not consider the performance of all the partners to satisfy the consumer. Demand Forecasting and Order Planning in Supply Chains and Humanitarian Logistics is a collection of innovative research that focuses on demand anticipation, forecasting, and order planning as well as humanitarian logistics to propose original solutions for existing problems. While highlighting topics including artificial intelligence, information sharing, and operations management, this book is ideally designed for supply chain managers, logistics personnel, business executives, management experts, operation industry professionals, academicians, researchers, and students who want to improve their understanding of supply chain coordination in order to be competitive in the new era of globalization.