网络
NETWORKS
M. E. J. Newman · 初版 2010 年
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对包括计算机网络、社交网络和生物网络在内的网络进行科学研究，在过去几年中引起了极大的关注。互联网的兴起和廉价计算机的广泛普及，使得大规模收集和分析网络数据成为可能，而各种新理论工具的发展也让我们能够从多种不同类型的网络中提取新知识。网络研究具有广泛的跨学科性质，在数学、物理学等诸多领域都取得了重大进展
Hacker News 上怎么说
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NETWORKS
M. E. J. Newman · 初版 2010 年
对包括计算机网络、社交网络和生物网络在内的网络进行科学研究，在过去几年中引起了极大的关注。互联网的兴起和廉价计算机的广泛普及，使得大规模收集和分析网络数据成为可能，而各种新理论工具的发展也让我们能够从多种不同类型的网络中提取新知识。网络研究具有广泛的跨学科性质，在数学、物理学等诸多领域都取得了重大进展
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……《强化学习》（Reinforcement Learning，Sutton & Barto 著）：https://www.amazon.ca/Reinforcement-Learning-Introduction-Ri... - 《深度学习》（Deep Learning，Goodfellow, Bengio & Courville 著）：https://www.amazon.ca/Deep-Learning-Ian-Goodfellow/dp/026203... - 《网络》（Networks，Mark Newman 著）：https://www.amazon.ca/Networks-Mark-Newman/dp/0198805098/ 我的心愿单里有一大堆看起来很值得看而且很有趣的教材，但我还没来得及读：……
…Learning (Sutton & Barto): https://www.amazon.ca/Reinforcement-Learning-Introduction-Ri... - Deep Learning (Godfellow, Bengio & Courville): https://www.amazon.ca/Deep-Learning-Ian-Goodfellow/dp/026203... - Networks (Mark Newman): https://www.amazon.ca/Networks-Mark-Newman/dp/0198805098/ I have a ton of textbooks in my wishlist that seem noteworthy and interesting, but that I haven't gotten the chance to read yet:…
……站在全局的角度审视系统，包括社会系统、生物系统和其他系统之间的相似性，你可能会对它产生全新的认识。[1] 参见 http://www.amazon.com/Networks-Introduction-Mark-Newman/dp/0...，这是一本很好的入门书。
…and take a big picture view of the system, including the similarities between social systems, biological systems, and other systems, you may gain a new perspective on it. [1] See http://www.amazon.com/Networks-Introduction-Mark-Newman/dp/0... for a good introduction.
……《期权、期货及其他衍生产品》（Options, Futures and Other Derivatives，John C. Hull 著）：https://www.amazon.ca/Options-Futures-Other-Derivatives-10th... - 《财务会计理论》（Financial Accounting Theory，Scott & O'Brien 著）：https://www.amazon.ca/Financial-Accounting-Theory-8th-Editio... - 《网络》（Networks，Mark Newman 著）：https://www.amazon.ca/Networks-Mark-Newman/dp/0198805098/
…Derivatives (John C. Hull): https://www.amazon.ca/Options-Futures-Other-Derivatives-10th... - Financial Accounting Theory (Scott & O'Brien): https://www.amazon.ca/Financial-Accounting-Theory-8th-Editio... - Networks (Mark Newman): https://www.amazon.ca/Networks-Mark-Newman/dp/0198805098/
……很难学进去。“熵、复杂性和序参量”。热力学/复杂系统领域的大牛：Sethna、Goldenfeld、Parisi、H.E. Stanley。最后，聊复杂系统绕不开网络，Newman 写的《网络》（Networks）毫无疑问是最佳选择。网络领域的大牛：Mark Newman、Reka Albert。避开 Barabási，尤其是他比较新的东西。可能外面有更好的讲座/资源，我不太清楚……
…difficult to learn from. "Entropy, complexity, and order parameters. Names in thermo/complexity: Sethna Goldenfeld Parisi HE stanley Finally, it's hard to talk about complex systems without talking about networks, "Networks"-Newman is unambiguously the best choice. Names in networks: Mark Newman Reka Albert Avoid barabasi especially more recent stuff. There may be better lectures/resources out there I don't know…
请拜读一下 Mark Newman 写的这本关于网络的开创性教材 [1]。现在你甚至可以像处理电子表格、关系型数据库和带有结合代数的矩阵那样，对网络图数据进行查询和处理 [2]。[1] 《网络》（Networks，第二版）：https://global.oup.com/academic/product/networks-97801988050...…
Please check this seminal textbook on Networks by Mark Newman [1]. Now you can even query and process network graph data as you would with spreadsheet, relational database and matrices with associate algebra [2]. [1] Networks [2nd Edition]: https://global.oup.com/academic/product/networks-97801988050...…