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Introduction to Scientific Computing
1. Introduction to Python
1. Introduction to Python: Exercise
2. Visualization
3D Visualization
Animation
2. Visualization: Exercise
3. Vectors and Matrices
3. Vectors and Matrices: Exercise
4. Functions and Classes
4. Functions and Classes: Exercise
5. Iterative Computation
5. Iterative Computation: Exercise
6. Ordinary Differential Equations
6. Ordinary Differential Equations: Exercise
7. Partial Differential Equations
7. Partial Differential Equations: Exercise
8. Optimization
8. Optimization: Exercise
9. Stochastic Methods
9. Stochastic Methods: Exercise
10. Software Management
10. Software Management: Exercise
References
Sample Solutions of Exercises
1. Introduction to Python: Exercise Solutions
2. Visualization: Exercise Solutions
3. Vectors and Matrices: Exercise Solutions
4. Functions and Classes: Exercise Solutions
5. Iterative Computation: Exercise Solutions
6. Ordinary Differential Equations: Exercise Solutions
7. Partial Differential Equations: Exercise Solutions
8. Optimization: Exercise Solutions
9. Stochastic Methods: Exercise Solutions
Index
