Numerical Python

1. Introduction to Computing with Python
Robert Johansson

2. Vectors, Matrices, and Multidimensional Arrays
Robert Johansson

3. Symbolic Computing
Robert Johansson

4. Plotting and Visualization
Robert Johansson

5. Equation Solving
Robert Johansson

6. Optimization
Robert Johansson

7. Interpolation
Robert Johansson

8. Integration
Robert Johansson

9. Ordinary Differential Equations
Robert Johansson

10. Sparse Matrices and Graphs
Robert Johansson

11. Partial Differential Equations
Robert Johansson

12. Data Processing and Analysis
Robert Johansson

13. Statistics
Robert Johansson

14. Statistical Modeling
Robert Johansson

15. Machine Learning
Robert Johansson

16. Bayesian Statistics
Robert Johansson

17. Signal Processing
Robert Johansson

18. Data Input and Output
Robert Johansson

19. Code Optimization
Robert Johansson

20. Installation
Robert Johansson

Keywords: Computer Science, Programming Languages, Compilers, Interpreters, Mathematical Software