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CME 100 Python Workbook
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Getting started
1. Saving your work
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2. Defining scalar variables
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3. Vector operations I
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4. Vector operations II
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5. Vector operations III
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6. Plots in 1D
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Programming
7. How to use a script
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8. If—elif—else statements
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9. For loops
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10. While loops
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11. Car motion example
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12. Electric circuit example
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13. Newton’s method example
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14. Surfaces in 3D
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15. Gradient
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16. Motion of a particle
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17. Level curves
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18. Finding minima of functions
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19. Fitting data
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20. Vectors of random numbers
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21. More random numbers
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22. Numerical integration
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23. Computing work done by a force along a path
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Linear algebra
24. Basic matrix operations
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25. Additional matrix operations
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Tutorials
T1: Fundamentals and plotting
T2: Control flow
T3: Matrices
T4: Matrix operations
T5: Optimization
T6: Integration
The tl;dr Python speedrun
Homework template
Index
