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。
發表於2024-11-04
Think Complexity 2e 2024 pdf epub mobi 電子書 下載
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. ...
評分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,...
評分作者在前言中交待得非常清楚瞭,這其實是他在歐林學院講授算法和數據結構這門課程的講義。如果讓我給這本講義提煉個摘要關鍵詞的話,我覺得可能是:圖,網絡,演化,模擬,復雜性。畢竟是從傳統的算法課程脫胎而來,圖幾乎是講義中唯一還和傳統算法沾邊的地方(還略涉及到一點...
評分最近數據科學大熱,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...
評分最近數據科學大熱,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...
圖書標籤: python 復雜性 基礎理論 科普 湧現 pdf Ruby紅寶石 IT
A brief introduction to several fields in the science of complexity. Python code is not quite important though, some of the concise insights in complexity is really attractive. Complexity is not necesarily complicated while it can be generated through simple rules by the envolving agents, which also keeps the simplity of the rules in nature.
評分A brief introduction to several fields in the science of complexity. Python code is not quite important though, some of the concise insights in complexity is really attractive. Complexity is not necesarily complicated while it can be generated through simple rules by the envolving agents, which also keeps the simplity of the rules in nature.
評分很不錯,很詳細
評分很不錯,很詳細
評分A brief introduction to several fields in the science of complexity. Python code is not quite important though, some of the concise insights in complexity is really attractive. Complexity is not necesarily complicated while it can be generated through simple rules by the envolving agents, which also keeps the simplity of the rules in nature.
Think Complexity 2e 2024 pdf epub mobi 電子書 下載