Название: Large Language Model via Rust: The State of the Art Open Foundational Models in Rust
Автор: Jaisy Malikulmulki Arasy, Evan Pradipta Hardinatha, Idham Hanif Multazam
Издательство: RantAI Academy
Год: January 6, 2025
Страниц: 133
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

"LMVR - Large Language Models via Rust" is a pioneering open-source project that bridges the power of foundational models with the robustness of the Rust programming language. It highlights Rust's strengths in performance, safety, and concurrency while advancing the state-of-the-art in AI. Tailored for students, researchers, and professionals, LMVR delivers a comprehensive guide to building scalable, efficient, and secure large language models. By leveraging Rust, this book ensures that cutting-edge research and practical solutions go hand-in-hand. Readers will gain in-depth knowledge of model architectures, training methodologies, and real-world deployments, all while mastering Rust's unique capabilities for AI development. This book serves as a comprehensive resource for learning about large language models and their implementation in Rust. Start with Part I to build a strong foundation in the mathematical and architectural aspects of LLMs. Progress through the chapters sequentially to understand advanced transformer architectures and practical applications.

Название: Fusion Chocolate (Chocolate in Cuisine)
Автор: Frederic Bau
Издательство: Montagud Editores
Год: 2008 (English edition)
Cтраниц: 300
Формат: pdf
Размер: 39,14 Мб
Язык: English

It's not just a question of desserts, but rather savory cuisine, with chocolate playing a central role. Transformed from being the "final touch" in the texture of a sauce to being the star of the dish, exalted in all its splendor, a new world of aromas and flavors is created around chocolate. Frederick Bau, the celebrated head pastry chef and director of L'Ecole de Valrhona, undoubtedly knows more than anyone concerning chocolate and its application in sweet or savory cuisine.

Название: Blockchain Transaction Data Analytics: Complex Network Approaches
Автор: Jiajing Wu, Dan Lin, Zibin Zheng
Издательство: Springer
Серия: Big Data Management
Год: 2025
Страниц: 210
Язык: английский
Формат: pdf (true), epub
Размер: 26.6 MB

Blockchain, a decentralized ledger technology based on cryptographic algorithms, ensures the creation of immutable and tamper-proof ledgers in decentralized systems. The transparent nature of blockchain allows public access to transaction records, providing unprecedented opportunities for blockchain data analytics and mining. The primary value of blockchain transaction data analytics lies in two aspects: 1) by delving into the details of blockchain transaction data, we can extensively explore various types of user behavior patterns and the evolutionary process of blockchain transaction networks; and 2) analyzing blockchain transaction data aids in identifying illicit activities, offering effective regulatory solutions for the establishment of a healthier blockchain ecosystem. This book focuses on data analytics based on network-based approaches, providing a comprehensive analysis of blockchain data analytics problems, key technologies, and future directions.

Название: Черешні з коньяком
Автор: Ніка Нікалео
Изд-во: Клуб Сімейного Дозвілля
Год: 2017
Формат: pdf/djvu/txt
К-во стр.: 192
Размер: 20,18 Мб
Язык: українська

Цей світ ніколи ні на що не дає гарантій. І доля не пише попереджувальних листів. Журналістка Олена неочікувано для себе опинилася у непростій ситуації: її шлюб тріщить по швах. Вона намагається терпіти, а потім — відволікти себе від проблем. Її біль і гра заходять надто далеко. Шукаючи втіхи у свого однокласника, вона робить помилку, яка, можливо, зможе змінити усе її життя і довести: ніщо не було даремним…
Роман пронизаний чутливістю й переживаннями. Але, разом із тим, дуже життєвий, з буденними проблемами та сподіваннями, які близькі кожній людині.

Название: Hands-On AI Trading with Python, QuantConnect, and AWS
Автор: Jiri Pik, Ernest Chan, Philip Sun, Vivek Singh, Jared Broad
Издательство: Wiley
Год: 2025
Страниц: 416
Язык: английский
Формат: True/Retail EPUB
Размер: 27.9 MB

Master the art of AI-driven algorithmic trading strategies through hands-on examples, in-depth insights, and step-by-step guidance. Hands-On AI Trading with Python, QuantConnect, and AWS explores real-world applications of AI technologies in algorithmic trading. It provides practical examples with complete code, allowing readers to understand and expand their AI toolbelt. Unlike other books, this one focuses on designing actual trading strategies rather than setting up backtesting infrastructure. It utilizes QuantConnect, providing access to key market data from Algoseek and others. Examples are available on the book's GitHub repository, written in Python, and include performance tearsheets or research Jupyter notebooks. Integrate AI into your next algorithmic trading strategy with Hands-On AI Trading with Python, QuantConnect, and AWS.

Название: Principles of Machine Learning: The Three Perspectives
Автор: Wenmin Wang
Издательство: Springer
Год: 2025
Страниц: 548
Язык: английский
Формат: pdf (true), epub
Размер: 39.5 MB

Conducting an in-depth analysis of Machine Learning, this book proposes three perspectives for studying Machine Learning: the learning frameworks, learning paradigms, and learning tasks. With this categorization, the learning frameworks reside within the theoretical perspective, the learning paradigms pertain to the methodological perspective, and the learning tasks are situated within the problematic perspective. Throughout the book, a systematic explication of Machine Learning principles from these three perspectives is provided, interspersed with some examples. This book provides a multi-dimensional and systematic interpretation of Machine Learning, rendering it suitable as a textbook reference for senior undergraduates or graduate students pursuing studies in Artificial Intelligence, Machine Learning, Data Science, Computer Science, and related disciplines. Additionally, it serves as a valuable reference for those engaged in scientific research and technical endeavors within the realm of Machine Learning.

Название: An Introduction to Fluid Mechanics
Автор: Merle C. Potter, Bassem H. Ramadan
Издательство: Springer
Год выхода: 2025
Страниц: 568
Формат: True PDF
Размер: 27,2 MB
Язык: английский

This textbook can be used for the first required course in fluid mechanics. It can be used in any curriculum: mechanical, civil, chemical, aerospace, or a general required course for all engineers. The course can be taught using the more conventional elemental approach for pipe flow, channel flow, and flow between cylinders. This textbook adopts a judicious approach, minimizing mathematical intricacies to ensure that the book is accessible for all students.

Название: Beautiful Butterflies and Flowers: 20 Step-by-Step No-Sketch Projects on Watercolor Paper
Автор: Chithra Shaan
Издательство: Walter Foster Publishing
Год: March 11, 2025
Размер: 23 Мб
Формат: EPUB
Страниц: 96
Язык: Английский

В этой книге "Красивые бабочки и цветы" представлены 20 великолепных рисунков в сочетании с пошаговой инструкцией по их воспроизведению в домашних условиях. Рисуйте прямо на акварельном блокноте с прилагаемыми контурами, чтобы создать собственное красивое произведение искусства — никаких набросков не требуется! Проекты, рассчитанные на начинающих, научат вас всем навыкам рисования, необходимым для создания произведений искусства, достойных рамки. Художник Chithra Shaan предлагает увлекательный и расслабляющий опыт рисования.

Название: Artificial Neural Networks: Alpha Unpredictability and Chaotic Dynamics
Автор: Marat Akhmet, Madina Tleubergenova, Akylbek Zhamanshin, Zakhira Nugayeva
Издательство: Springer
Год: 2025
Страниц: 256
Язык: английский
Формат: pdf (true), epub
Размер: 52.9 MB

Mathematical chaos in neural networks is a powerful tool that reflects the world’s complexity and has the potential to uncover the mysteries of the brain’s intellectual activity. Through this monograph, the authors aim to contribute to modern chaos research, combining it with the fundamentals of classical dynamical systems and differential equations. The readers should be reassured that an in-depth understanding of chaos theory is not a prerequisite for working in the area designed by the authors. Those interested in the discussion can have a basic understanding of ordinary differential equations and the existence of bounded solutions of quasi-linear systems on the real axis. The methods and results presented in this book are meant to benefit senior researchers, engineers, and specialists working in artificial neural networks, machine and deep learning, computer science, quantum computers, and applied and pure mathematics. This broad applicability underscores the value and relevance of this research area to a large academic community and the potential impact it can have on various fields.

Название: Whittling On the Go: 13 Easy-to-Learn Woodcarving Projects
Автор: David Young
Издательство: Fox Chapel Publishing
Год: April 8, 2025
Размер: 26 Мб
Формат: EPUB
Страниц: 128
Язык: Английский

Создавайте на ходу эти небольшие, простые поделки, которые можно взять с собой куда угодно! 13 пошаговых проектов, уровень сложности которых варьируется от начального до среднего, в том числе аллигатор, кактус, древесный дух, гномы, роза в вазе, бабочки и многое другое. Полезная информация для начинающих о выборе ножа, его заточке, правке, выборе древесины, основных способах резки и технике безопасности. Изучайте технику строгания в ходе каждого проекта по развитию навыков, включая отработку различных техник резки и рисования, таких как сухая чистка, антикварная обработка и детализация. Полноразмерные выкройки, иллюстрированные пошаговые инструкции, а также списки материалов и инструментов для каждого проекта прилагаются.