读书笔记 | 网络科学 Ch2: Graph Theory 王涵之 【2022新书】深度学习的数学工程,The Mathematical Engineering of Deep Learning 这本书提供了深度学习的数学工程的一个完整和简明的概述。除了概述深度学习的基础之外,本课程还包括卷积神经网络、循环神经网络、transformers、生成对抗网络、强化学习和多种技巧。重点是…...
This undergraduate textbook provides an introduction to graph theory, which has numerous applications in modeling problems in science and technology, and has become a vital component to computer science, computer science and engineering, and mathematics curricula of universities all over the world. The ...
Graph theory began in 1736 when Leonhard Euler (1707–1783) solved the wellknown Königsberg bridge problem [Eul36]. This problem asked for a circular walk through the town of Königsberg (now Kaliningrad) in such a way as to cross over each of the seven bridges spanning the river ...
(Square-free perfect graphs, J. Combin. Theory Ser. B, 90(2) (2004) 257–307), and it plays an essential role in the announced proof of the Strong Perfect Graph Conjecture by Chudnovsky et al. ( http://arxiv.org/PS_cache/math/pdf/0212/0212070.pdf ). Let G and H be graphs. ...
基本电路理论(第3版 英文版) [Basic Circuit Theory (Third Edition)] pdf epub mobi txt 电子书 下载 具体描述 内容简介 《基本电路理论(第3版 英文版)》是为适应电子与电气信息类专业人才培养方案、教学内容体系和教学手段的改革以及高等教育迅速发展的形势而编写的。全书共分19个章节和1个附录。本教材继承了...
Graph of AC voltage over time (the sine wave). In the voltage plot from an electromechanical alternator, the change from one polarity to the other is a smooth one, the voltage level changing most rapidly at the zero (“crossover”) point and most slowly at its peak. If we were to gr...
Chapter 1Basic AC Theory PDF Version Things start to get complicated when we need to relate two or moreAC voltagesor currents that are out of step with each other. By “out of step,” I mean that the two waveforms are not synchronized: that their peaks and zero points do not match up...
A complete interpretation of the results of PCA involves the graph of the loadings, i.e. the projection of the variables in the sample space. But how does one get this? Consider what has been calculated so far: the eigenvalues and eigenvectors of the matrix samples and their factorial coordi...
Neo4j Graph Database 待更新 https://github.com/neo4j/neo4j JanusGraph open-source, distributed graph database 待更新 https://github.com/JanusGraph/janusgraph OpenMLDB an open-source machine learning database 待更新 https://github.com/4paradigm/OpenMLDBtaobao...
between theory and practice, and between classical results and the forefront of research. Individual chapters cover arrays and linked lists, hash tables and associative arrays, sorting and selection, priority queues, sorted sequences, graph representation, graph traversal, shortest paths, minimum spanning...