A Primer on Scientific Programming with Python

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The book serves as a first introduction to computer programming of scientific applications, using the high-level Python language. The exposition is example and problem-oriented, where the applications are taken from mathematics, numerical calculus, statistics, physics, biology and finance. The book...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Langtangen, Hans Petter (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
Edición:4th ed. 2014.
Colección:Texts in Computational Science and Engineering, 6
Temas:
Mathematics-Data processing.
Computer programming.
Software engineering.
Computer science-Mathematics.
Mathematical physics.
Computational Science and Engineering.
Programming Techniques.
Software Engineering.
Mathematics of Computing.
Theoretical, Mathematical and Computational Physics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Preface
  • Computing with Formulas
  • Loops and Lists
  • Functions and Branching
  • User Input and Error Handling
  • Array Computing and Curve Plotting
  • Dictionaries and Strings
  • Introduction to Classes
  • Random Numbers and Simple Games
  • Object-Oriented Programming
  • Sequences and Difference Equations
  • Introduction to Discrete Calculus
  • Introduction to Differential Equations
  • A Complete Differential Equation Project
  • Programming of Differential Equations
  • Debugging
  • Migrating Python to Compiled Code
  • Technical Topics
  • Bibliography
  • Index.

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