IPython Interactive Computing and Visualization Cookbook.

Table of Contents

1. A Tour of Interactive Computing with Jupyter and IPython
2. Best Practices in Interactive Computing
3. Mastering the Jupyter Notebook
4. Profiling and Optimization
5. High-Performance Computing
6. Data 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, Geometry, and Geographic Information Systems
15. Symbolic and Numerical Mathematics