Rossant IPython Interactive Computing and Visualization Cookbook.

Over 100 hands-on recipes to sharpen your skills in high-performance numerical computing and data science in the Jupyter Notebook
2. Auflage 2018
ISBN: 978-1-78588-193-0
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 548 Seiten

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

Autoren/Hrsg.

Rossant, Cyrille

Fachgebiete

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

Inhaltsverzeichnis

Table of Contents - A Tour of Interactive Computing with Jupyter and IPython
- Best Practices in Interactive Computing
- Mastering the Jupyter Notebook
- Profiling and Optimization
- High-Performance Computing
- Data Visualization
- Statistical Data Analysis
- Machine Learning
- Numerical Optimization
- Signal Processing
- Image and Audio Processing
- Deterministic Dynamical Systems
- Stochastic Dynamical Systems
- Graphs, Geometry, and Geographic Information Systems
- 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.