Tag: Graphs

Applied Deep Learning on Graphs Leveraging Graph Data to Generate Impact Using Specialized Deep Learning Architectures


Free Download Applied Deep Learning on Graphs: Leveraging Graph Data to Generate Impact Using Specialized Deep Learning Architectures by Lakshya Khandelwal, Subhajoy Das
English | December 27th, 2024 | ISBN: 1835885977 | 250 pages | True PDF | 19.68 MB
Gain a deep understanding of applied deep learning on graphs from data, algorithm, and engineering viewpoints to construct enterprise-ready solutions using deep learning on graph data for wide range of domains

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From Sequences to Graphs Discrete Methods and Structures for Bioinformatics


Free Download From Sequences to Graphs: Discrete Methods and Structures for Bioinformatics edited by Annie Chateau, Mikaƫl Salson
English | November 1, 2022 | ISBN: 1789450667 | True EPUB | 272 pages | 6.6 MB
In order to study living organisms, scientists not only study them at an overall macroscopic scale but also on a more detailed microscopic scale. This observation, pushed to its limits, consists of investigating the very center of each cell, where we find the molecules that determine the way it functions: DNA (deoxyribonucleic acid) and RNA (ribonucleic acid).

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Linkedin – Knowledge Graphs for Generative AI Use Cases


Free Download Linkedin – Knowledge Graphs for Generative AI Use Cases
Released: 09/2024
Duration: 2h 9m | .MP4 1280×720, 30 fps(r) | AAC, 48000 Hz, 2ch | 320 MB
Level: Advanced | Genre: eLearning | Language: English
Having a knowledge graph backing your LLM adds more consistency, trust, and quality to LLMs and the applications they support, and you don’t have to be an expert to begin using knowledge graphs. In this course, knowledge graph expert Ashleigh Faith covers what a knowledge graph is, the different types of knowledge graphs, and what each type is generally used for. Explore the foundations of modeling and populating a knowledge graph and architectures for supporting knowledge graphs. Learn how to query the knowledge graph and how LLMs can use knowledge graphs to support time-sensitive data and reduce hallucinations. Find out how to identify what kind of knowledge graph is best for a variety of knowledge graph use cases, as well as what architecture and tooling will best support your knowledge graph project. Plus, discover ways to construct and populate a knowledge graph and then use a knowledge graph in the LLM space.

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The Existential Graphs of Charles S. Peirce


Free Download Don D. Roberts, "The Existential Graphs of Charles S. Peirce "
English | ISBN: 9027925232 | 2020 | 168 pages | PDF | 13 MB
Frontmatter – PREFACE – TABLE OF CONTENTS – 1. INTRODUCTION – 2. THE DEVELOPMENT OF EXISTENTIAL GRAPHS – 3. ALPHA – 4. BETA – 5. GAMMA – 6. TINCTURED EXISTENTIAL GRAPHS – 7. GRAPHICAL ANALYSIS AND OUTCROPPINGS – APPENDIX 1 – APPENDIX 2 – APPENDIX 3 – APPENDIX 4 – APPENDIX 5 – BIBLIOGRAPHY – SUBJECT INDEX – NAME INDEX – REFERENCES TO THE COLLECTED PAPERS OF PEIRCE – REFERENCES TO THE PEIRCE MANUSCRIPTS

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Spectral Geometry of Graphs (Operator Theory Advances and Applications, 293)


Free Download Spectral Geometry of Graphs (Operator Theory: Advances and Applications, 293) by Pavel Kurasov
English | November 9, 2023 | ISBN: 3662678705 | 655 pages | MOBI | 85 Mb
This open access book gives a systematic introduction into the spectral theory of differential operators on metric graphs. Main focus is on the fundamental relations between the spectrum and the geometry of the underlying graph.

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Excel Basics Foundations Formulas Graphs


Free Download Excel Basics: Foundations * Formulas * Graphs by Jeffrey Hsu, Gary Bronson
English | November 12, 2021 | ISBN: 1683927729 | 325 pages | MOBI | 45 Mb
Created as a book for a first-time or beginning Excel user, it is designed to be a comprehensive, yet accessible and easy to understand introduction to using and mastering Microsoft Excel 2019 and previous versions. Starting with the basics of what spreadsheets are, and progressing through the foundational concepts and features of Excel, the book provides a thorough, yet user-friendly introduction to the main capabilities of Excel. The book covers the most fundamental and important aspects of Excel, which form the basis for a solid foundation in the use of this critical software application. Suitable for professional reference, self-study, or for use in an instructor-led or online course, this book will help readers to become effective and knowledgeable in using one of the most useful tools for enhancing one’s business and personal productivity.

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Analysis on Graphs and Its Applications


Free Download Analysis on Graphs and Its Applications By Pavel Exner, Jonathan P. Keating, Peter Kuchment, Toshikazu Sunada, and Alexander Teplyaev, Pavel Exner, Jonathan P. Keating, Peter Kuchment, Toshikazu Sunada, Alexander Teplyaev
2008 | 705 Pages | ISBN: 0821844717 | PDF | 32 MB
This book addresses a new interdisciplinary area emerging on the border between various areas of mathematics, physics, chemistry, nanotechnology, and computer science. The focus here is on problems and techniques related to graphs, quantum graphs, and fractals that parallel those from differential equations, differential geometry, or geometric analysis. Also included are such diverse topics as number theory, geometric group theory, waveguide theory, quantum chaos, quantum wire systems, carbon nano-structures, metal-insulator transition, computer vision, and communication networks. This volume contains a unique collection of expert reviews on the main directions in analysis on graphs (e.g., on discrete geometric analysis, zeta-functions on graphs, recently emerging connections between the geometric group theory and fractals, quantum graphs, quantum chaos on graphs, modeling waveguide systems and modeling quantum graph systems with waveguides, control theory on graphs), as well as research articles.

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