Rossant IPython Interactive Computing and Visualization Cookbook

Harness IPython for powerful scientific computing and Python data visualization with this collection of more than 100 practical data science recipes
1. Auflage 2014
ISBN: 978-1-78328-482-5
Verlag: De Gruyter
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 512 Seiten

No detailed description available for "IPython Interactive Computing and Visualization Cookbook".

Autoren/Hrsg.

Rossant, Cyrille

Fachgebiete

• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmier- und Skriptsprachen
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsvisualisierung
• Mathematik | Informatik EDV | Informatik Business Application Mathematische & Statistische Software

Inhaltsverzeichnis

Table of Contents - Basic Interactive Computing with Ipython
- Best practices in Interactive Computing
- Master the Notebook
- Profiling and Optimization
- High-Performance Computing
- Advanced Visualization
- Statistical Data Analysis
- Machine Learning
- Numerical Optimization
- Signal Processing
- Image and Audio Processing
- Deterministic Dynamical Systems
- Stochastic Dynamical Systems
- Graphs and Geometry
- Symbolic and Numerical Mathematics

Über Autor(innen)

Rossant Cyrille:

Cyrille Rossant, PhD, is a neuroscience researcher and software engineer at University College London. He is a graduate of École Normale Supérieure, Paris, where he studied mathematics and computer science. He has also worked at Princeton University and Collège de France. While working on data science and software engineering projects, he gained experience in numerical computing, parallel computing, and high-performance data visualization. He is the author of Learning IPython for Interactive Computing and Data Visualization, Second Edition, Packt Publishing.