{"product_id":"think-complexity-complexity-science-and-computational-modeling","title":"Think Complexity: Complexity Science and Computational Modeling","description":"\u003cp\u003eExpand your Python skills by working with data structures and algorithms in a refreshing contextthrough an eye-opening exploration of complexity science. Whether youre an intermediate-level Python programmer or a student of computational modeling  youll delve into examples of complex systems through a series of exercises  case studies  and easy-to-understand explanations. Youll work with graphs  algorithm analysis  scale-free networks  and cellular automata  using advanced features that make Python such a powerful language. Ideal as a text for courses on Python programming and algorithms  Think Complexity will also help self-learners gain valuable experience with topics and ideas they might not encounter otherwise. Work with NumPy arrays and SciPy methods  basic signal processing and Fast Fourier Transform  and hash tables Study abstract models of complex physical systems  including power laws  fractals and pink noise  and Turing machines Get starter code and solutions to help you re-implement and extend original experiments in complexity Explore the philosophy of science  including the nature of scientific laws  theory choice  realism and instrumentalism  and other topics Examine case studies of complex systems submitted by students and readers\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":44968229306421,"sku":"ByrdShop_1449314635","price":60.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9781449314637.jpg?v=1770649647","url":"https:\/\/atxbooks.com\/products\/think-complexity-complexity-science-and-computational-modeling","provider":"ATX Books","version":"1.0","type":"link"}