Structures and Algorithms: Mathematics and the Nature of Knowledge By Jens Erik FenstadRequirements: .PDF reader, 2 MBOverview: This book explains exactly what human knowledge is. The key concepts in this book are structures and algorithms, i.e., what the readers “see” and how they make use of what they see. Thus in comparison with some other […]
Algorithms: Explained and Anim v1.3.0 [Premium]Requirements: 5.0+Overview: Enjoy watching, trying, and learning with this guide to algorithms. The wide-ranging field of algorithms is explained clearly and concisely with animations. Enjoy watching, trying, and learning with this guide to algorithms. The wide-ranging field of algorithms is explained clearly and concisely with animations. Deepen your understanding by […]
Machine Learning Algorithms: Adversarial Robustness in Signal Processing by Fuwei Li, Lifeng Lai, Shuguang Cui (Wireless Networks)Requirements: .ePUB reader, 10.39 MBOverview: This book demonstrates the optimal adversarial attacks against several important signal processing algorithms. Through presenting the optimal attacks in wireless sensor networks, array signal processing, principal component analysis, etc, the authors reveal the robustness […]
Meta-Learning: Theory, Algorithms and Applications by Lan ZouRequirements: .ePUB reader, 29.48 MBOverview: Deep neural networks (DNNs) with their dense and complex algorithms provide real possibilities for Artificial General Intelligence (AGI). Meta-learning with DNNs brings AGI much closer: artificial agents solving intelligent tasks that human beings can achieve, even transcending what they can achieve. Meta-Learning: Theory, […]
Algorithms for a New World: When Big Data and Mathematical Models Meet by Alfio Quarteroni Requirements: .PDF reader, 10.2 MBOverview: Covid-19 has shown us the importance of mathematical and statistical models to interpret reality, provide forecasts, and explore future scenarios. Algorithms, artificial neural networks, and machine learning help us discover the opportunities and pitfalls of […]