By Hans Petter Langtangen
The publication serves as a primary advent to laptop programming of medical functions, utilizing the high-level Python language. The exposition is instance and problem-oriented, the place the purposes are taken from arithmetic, numerical calculus, statistics, physics, biology and finance. The ebook teaches "Matlab-style" and procedural programming in addition to object-oriented programming. highschool arithmetic is a required history and it's constructive to check classical and numerical one-variable calculus in parallel with studying this e-book. along with studying how one can software desktops, the reader also will methods to remedy mathematical difficulties, coming up in quite a few branches of technology and engineering, by way of numerical tools and programming. by means of mixing programming, arithmetic and clinical functions, the publication lays an outstanding starting place for working towards computational science.
From the reviews: Langtangen … does a superb activity of introducing programming as a suite of abilities in challenge fixing. He courses the reader into pondering competently approximately generating application common sense and knowledge constructions for modeling real-world difficulties utilizing items and features and embracing the object-oriented paradigm. … Summing Up: hugely recommended.
F. H. Wild III, selection, Vol. forty seven (8), April 2010
Those folks who've discovered medical programming in Python ‘on the streets’ can be a little jealous of scholars who've the chance to take a direction out of Langtangen’s Primer.”
John D. cook dinner, The Mathematical organization of the United States, September 2011
This publication is going via Python particularly, and programming as a rule, through projects that scientists will most probably practice. It includes worthy information for scholars new to medical computing and often is the excellent bridge among an advent to programming and a sophisticated path on numerical equipment or computational science.
Alex Small, IEEE, CiSE Vol. 14 (2), March /April 2012
“This fourth version is a superb, inclusive textbook that covers pretty well every thing one must comprehend to head from 0 to really refined clinical programming in Python…”
Joan Horvath, Computing reports, March 2015
Read Online or Download A Primer on Scientific Programming with Python PDF
Best object-oriented software design books
Foundations of AOP for J2EE improvement covers a comparatively new programming paradigm: aspect-oriented programming, or AOP. offered are the center thoughts of AOP: AspectJ five, JBoss AOP, Spring AOP, and JAC. particular positive aspects of those instruments are in comparison. The booklet additionally explores the capability makes use of of AOP in daily programming lifestyles, reminiscent of layout styles implementation, software checking out, and alertness administration.
Whereas many architects use Hypertext Preprocessor for initiatives, they can be now not conscious of the ability of personal home page in developing enterprise-level purposes. This e-book covers the newest model of Hypertext Preprocessor - model five -- and makes a speciality of its features inside a multi-tier program framework. It includes a variety of coding samples and commentaries on them.
Convention held April 2005, Newport seashore, California. The 5th SIAM foreign convention on information Mining maintains the culture of offering an open discussion board for the presentation and dialogue of cutting edge algorithms in addition to novel purposes of information mining. Advances in details know-how and knowledge assortment tools have ended in the provision of enormous information units in advertisement businesses and in a large choice of clinical and engineering disciplines.
The right way to construct a data-intensive net software with XML net prone and ADO. web! Richard Hundhausen, Steven Borg, Cole Francis, and Kenneth Wilcox have mixed their years of workmanship during this precious source to coach you ways a customary stressed enterprise can leverage net prone in B2B trade.
- The Object-Z Specification Language
- Professional Java EE Design Patterns
- Introducing Bootstrap 4
- Ruby developers guide
Additional info for A Primer on Scientific Programming with Python
38 Make a class for drawing a car . . . . . . . . . 39 Make a car roll . . . . . . . . . . . . . . . 40 Make a class for differentiating noisy data . . . . 41 Find local and global extrema of a function . . . 42 Improve the accuracy in Exer. 41 . . . . . . . 43 Make a calculus calculator class . . . . . . . . 44 Extend Exer. 43 . . . . . . . . . . . . . . 45 Formulate a 2nd-order ODE as a system . . . . 46 Solve the system in Exer. 45 in a special case .
18 Use the ODESolver hierarchy to solve a simple ODE . . . . . . . . . . . . . . . . . . . . 34) . . . . 20 Solve an ODE until constant solution . . . . . . 21 Use classes in Exer. 20 . . . . . . . . . . . 22 Scale away parameters in Exer. 20 . . . . . . 23 Compare ODE methods . . . . . . . . . . . 24 Solve two coupled ODEs for radioactive decay . . 36) . . 27 Code a 2nd-order Runge-Kutta method; class . . 28 Implement a midpoint method for ODEs .
Simulate the problems in Exer. 26 . . . . . . Simulate a poker game . . . . . . . . . . . . Write a non-vectorized version of a code . . . . Estimate growth in a simulation model . . . . . Investigate guessing strategies for Ch. 1 . . . Make a vectorized solution to Exer. 7 . . . . . Compare two playing strategies . . . . . . . . 27 with different no. of dice . . . 28 . . . . . . . . . . . . . Compute π by a Monte Carlo method .