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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