Think Complexity 2025 pdf epub mobi 電子書下載

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Think Complexity pdf epub mobi 著者簡介

Allen B. Downey擁有加州大學伯剋利分校的計算機科學博土學位和MIT的碩士與學土學位，現任美國歐林工程學院計算機科學係的教授，曾經在威爾斯利大學、科爾比學院和加州大學伯剋利分校教授計算機科學相關的課程。曾經擔任 Google的訪問科學傢，對復雜性科學和Python十分著迷，有較為深入的研究和豐富的實踐經驗。

Think Complexity pdf epub mobi 圖書描述

Dive into Python's advanced possibilities, including algorithm analysis, graphs, scale-free networks, and cellular automata with this in-depth, hands-on guide. Whether you're an intermediate-level Python programmer, or a student of computational modeling, you'll examine data structures, complexity science, and other fascinating topics through a series of exercises, easy-to-understand explanations, and case studies. Think Complexity presents features that make Python such a simple and powerful language. Author Allen Downey provides code to help you get started, along with a solution for each exercise. With this book, you will: Work with graphs and graph algorithms, NumPy arrays and SciPy methods, basic signal processing and Fast Fourier Transform, and hash tables. Discover complexity science, the field that studies abstract models of complex physical systems, including power laws, fractals and pink noise, and Turing machines. Explore the philosophy of science through the models and results in this book about the nature of scientific laws, theory choice, and realism and instrumentalism, and more.

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Think Complexity 2025 pdf epub mobi 電子書下載

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最近數據科學大熱，復雜係統這一塊也受到瞭較多的關注。整本書是講如何用圖和細胞自動機來模擬現實社會。當一個問題用數學解決不瞭，我們可以用一些數據結構模擬問題來解決。但是這種模擬和機器學習的擬閤還是不一樣，可以作為一種新的建模手段。這種方法越來越受到社會計算...

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Think Complexity – Complexity Science and Computational Modeling Posted by Mike under Books Think Complexity by Allen Downey is written for someone in an intermediate college level class. It has examples of Python code and talks about algorithms a lot. ...

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來源：Think Complexity 譯者：飛龍版本：2.5 自豪地采用榖歌翻譯在綫閱讀 PDF格式 EPUB格式 MOBI格式代碼倉庫贊助我協議 CC BY-NC-SA 4.0 KivyCN 學習資源 Kivy 中文文檔 Think Python 中文第二版 UCB CS61a 教材：SICP Python Tutorialspoint NumPy 教程 Matplotlib 用...

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一本可以作為係統論、還原論等認知哲學的導讀讀物，看似薄薄的一本，拿到手還說定價這麼高虧瞭，結果一讀纔知裏麵彆有洞天。本書本身就是一個復雜性科學模型的範本——避免跨域細節，隻講所涉及問題域的知識點，乾淨利落。作者以python為基礎，演示瞭多種復雜係統的模型，...

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出版者:O'Reilly Media

作者:Allen B. Downey

出品人:

頁數:160

譯者:

出版時間:2012-3-12

價格:USD 39.99

裝幀:Paperback