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 Title Think Complexity: Complexity Science and Computational Modeling, 2nd Edition
 Author(s) Allen B. Downey
 Publisher: O'Reilly Media; 1 edition (2012); 2 edition (2018); eBook (Draft, 2018)
 License(s): CC BYNC 4.0
 Paperback 228 pages (est.)
 eBook HTML and PDF
 Language: English
 ISBN10: 1449314635
 ISBN13: 9781449314637
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Book Description
This book is about complexity science, data structures and algorithms, intermediate programming in Python, and the philosophy of science.
This book presents features that make Python such a simple and powerful language. The author 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.
 Allen B. Downey is an American computer scientist, Professor of Computer Science at the Franklin W. Olin College of Engineering and writer of free textbooks. He has taught computer science at Wellesley College, Colby College and U.C. Berkeley. He has a Ph.D. in Computer Science from U.C. Berkeley and Master's and Bachelor's degrees from MIT.
 Computational Complexity
 Data Structures and Algorithms
 Python Programming
 Books by Allen B. Downey
 Books by O'Reilly®