Coding the Matrix 在线电子书 图书标签: 线性代数 数学 programming LinearAlgebra 计算机科学 编程 矩阵 math
发表于2024-11-05
Coding the Matrix 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024
代码太老 太多不work了
评分代码太老 太多不work了
评分后面越看越失望…………
评分后面越看越失望…………
评分真本书的思路是很好的。不引入太多数学语言,直接用 Python 代码来表达数学概念,然后留的作业题也是让你用 Python 来解答。所以抽象度大大降低,适合想了解一下大概齐的人。(有个人说代码太老不能用了,可能是因为没有从官网上下载作者自己写的辅助 module。)
Philip Klein is Professor of Computer Science at Brown University. He was a recipient of the National Science Foundation's Presidential Young Investigator Award, and has received multiple research grants from the National Science Foundation. He has been made an ACM Fellow in recognition of his contributions to research on graph algorithms. He is a recipient of Brown University's Award for Excellence in Teaching in the Sciences.
Klein received a B.A. in Applied Mathematics from Harvard and a Ph.D. in Computer Science from MIT. He has been a Visiting Scientist at Princeton's Computer Science Department, at MIT's Mathematics Department, and at MIT's Computer Science and Artificial Intelligence Laboratory (CSAIL), where he is currently a Research Affiliate.
Klein has worked at industry research labs, including Xerox PARC and AT&T Labs, and he has been Chief Scientist at three start-ups.
Klein was born and raised in Berkeley, California. He started learning programming in 1974, and started attending meetings of the Homebrew Computer Club a couple of years later. His love for computer science has never abated, but in a chance encounter with E. W. Dijkstra in 1979, he was told that, if he wanted to do computer science, he had better learn some math.
An engaging introduction to vectors and matrices and the algorithms that operate on them, intended for the student who knows how to program. Mathematical concepts and computational problems are motivated by applications in computer science. The reader learns by doing, writing programs to implement the mathematical concepts and using them to carry out tasks and explore the applications. Examples include: error-correcting codes, transformations in graphics, face detection, encryption and secret-sharing, integer factoring, removing perspective from an image, PageRank (Google's ranking algorithm), and cancer detection from cell features. A companion web site,
codingthematrix.com
provides data and support code. Most of the assignments can be auto-graded online. Over two hundred illustrations, including a selection of relevant xkcd comics.
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Coding the Matrix 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024