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 - Helion
ebook
Autor: Cyrille RossantTytuł oryginału: 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
ISBN: 9781783284825
stron: 512, Format: ebook
Data wydania: 2014-09-25
Księgarnia: Helion
Cena książki: 159,00 zł
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Spis treści
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 eBook -- spis treści
- 0. Preface
- 1. Basic Interactive Computing with Ipython
- 2. Best practices in Interactive Computing
- 3. Master the Notebook
- 4. Profiling and Optimization
- 5. High-Performance Computing
- 6. Advanced Visualization
- 7. Statistical Data Analysis
- 8. Machine Learning
- 9. Numerical Optimization
- 10. Signal Processing
- 11. Image and Audio Processing
- 12. Deterministic Dynamical Systems
- 13. Stochastic Dynamical Systems
- 14. Graphs and Geometry
- 15. Symbolic and Numerical Mathematics