IPython Interactive Computing and Visualization Cookbook

Table of Contents

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