《编码矩阵》封面

编码矩阵

Coding the Matrix

Philip N. Klein · 初版 2013 年

31人推荐
41位读者提及
54次提及

为什么值得读

  • 通过编写Python代码加深对数学算法的理解
  • 重点探讨线性代数在计算机科学中的实际用途
  • 引入传统线性代数之外的概念以丰富叙事

Hacker News 上怎么说

  • …阿克斯勒(Axler)的书,别人又会提起特雷尔(Treil)的书。但同级别/同一梯队的还有第三本,那就是罗伯特·瓦伦扎(Robert Valenza)的《线性代数:抽象数学导论》[3]。其他热门推荐还有适合 Python 爱好者的菲利普·克莱因的《Coding the Matrix》[4],以及适合喜欢几何的人的班乔夫/维尔默(Banchoff/Wermer)的《通过几何学线性代数》[5]。如果你水平远超这些,你依然能从中挑出新东西…

    …Axler's book, someone else brings up Treil's book. But there's a third one in the same league/group which is Linear Algebra: An Introduction to Abstract Mathematics by Robert Valenza[3]. Other favorites are Coding the Matrix by Philip Klein[4] for Python aficionados and Linear Algebra Through Geometry by Banchoff/Wermer[5] for those who like geometry. If you are way beyond all this, you can still pick up new things from…

  • …圣诞树讲座(Christmas Tree Lectures),信息量极大且非常鼓舞人心 [1]。搞计算机科学相关活动需要掌握的另一个数学领域是线性代数。入门的话,我推荐读读菲利普·克莱因的《Coding the Matrix》。[1] => https://www.youtube.com/playlist?list=PLoROMvodv4rNMsVRnSJ44...

    …Christmas Tree Lectures, to be incredibly informative and inspirational [1]. Another area of math that you need to know for C.S. related activities is linear algebra. To get started I'd recommend reading 'Coding the Matrix' by Phillip Klein. [1] => https://www.youtube.com/playlist?list=PLoROMvodv4rNMsVRnSJ44...

  • 我最不讨厌的教材(我和线代有着一段漫长而坎坷的爱恨情仇):- 克莱因的《Coding the Matrix》https://www.amazon.com/Coding-Matrix-Algebra-Applications-Co... 这本书非常强调线代在 CS 中的实用性,并且包含了传统线代之外的概念,让整个内容更加充实。- 入门…

    The texts that I hate least (LA and I have a long and rocky relationship): - Coding the Matrix, Klein https://www.amazon.com/Coding-Matrix-Algebra-Applications-Co... This has a strong emphasis on LA's utility in CS, and includes concepts outside traditional LA that enrich the narrative. - Intro…

  • …“编程入门”。我开始只用纯 Python 标准库编写一个实现吉尔伯特·斯特朗(Gilbert Strang)线性代数书的库。启发我这么做的是读了菲利普·N·克莱因的《Coding the Matrix》。我觉得如果你之后想学数据科学,出于兴趣和学习目的手写一个线代库是很有意义的。不过那个项目还没准备好发布。这是不是你想找的…

    …"Intro to Programming". I started to write a library implementing Gilbert Strang's Linear Algebra book assuming nothing but core Python. What inspired me to do that was reading Philip N. Klein's book "Coding the Matrix". I thought writing a LA library for fun and study purposes makes sense if you want to go on and study data science. However, that project is not yet ready to be published. Would that be what you are…

  • 嗯,如果我是想激发孩子对数学和 CS 学科的兴趣,我想我可能会尝试像《Coding the Matrix: Linear Algebra through Applications to Computer Science》(矩阵编码:计算机科学应用中的线性代数)这样的书,或者一本讲游戏编程的书。至于小说,那就真不好说了。我自己…

    Well, I suppose I might want to try something like Coding the Matrix: Linear Algebra through Applications to Computer Science, or a book on games programming -- if I was trying to interest the kid in math and CS subjects. For fiction, it's damned hard to say. My own…

  • 附议克莱因的《Coding the Matrix》。这是一门非常棒的另类入门课,亲手用 Python 实现线性代数的概念既实用,对学习也有极大的帮助。自动评分系统(auto-grader)对于确保你做对…很有帮助。

    Seconding Klein's Coding the Matrix. It's a great alternative introduction and actually implementing linear algebra ideas in Python is both useful and a great aid for learning. The auto-grader is helpful for making sure you got the right…

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