Führer / Solem / Verdier Scientific Computing with Python

High-performance scientific computing with NumPy, SciPy, and pandas
2. Auflage 2021
ISBN: 978-1-83882-510-2
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 392 Seiten

No detailed description available for "Scientific Computing with Python".

Autoren/Hrsg.

Führer, Claus

Solem, Jan Erik

Verdier, Olivier

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsarchitektur
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmier- und Skriptsprachen
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenbankdesign & Datenbanktheorie

Inhaltsverzeichnis

Table of Contents - Getting Started
- Variables and Basic Types
- Container Types
- Linear Algebra – Arrays
- Advanced Array Concepts
- Plotting
- Functions
- Classes

- Iterating

- Series and Dataframes - Working With Pandas
- Communication by a Graphical User Interface
- Error and Exception Handling
- Namespaces, Scopes, and Modules
- Input and Output
- Testing
- Symbolic Computations - SymPy

- Interacting with the Operating System
- Python for Parallel Computing
- Comprehensive Examples

Über Autor(innen)

Führer Claus:

Claus Führer is a professor of scientific computations at Lund University, Sweden. He has an extensive teaching record that includes intensive programming courses in numerical analysis and engineering mathematics across various levels in many different countries and teaching environments. Claus also develops numerical software in research collaboration with industry and received Lund University's Faculty of Engineering Best Teacher Award in 2016.