Details zum E-Book

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

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

Cyrille Rossant

E-book
  • 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
  • Titel: 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
  • Autor: Cyrille Rossant
  • Originaler Titel: 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, 9781783284825
  • Veröffentlichungsdatum: 2014-09-25
  • Format: E-book
  • Artikelkennung: e_3cwa
  • Verleger: Packt Publishing