aworleo / notes

CME211 Notes | Outline ->

CME 211 Notes

2018 CME 211 Canvas page: https://canvas.stanford.edu/courses/87822

In each folder:

• .md files contain the notes with input code
• .ipynb files are Jupyter notebooks with output from code
• .pdf files are generated from .md files and don't have output from code

Contents

There will be 18 lectures this year.

• Lecture 0: Getting started
• Lecture 2: Introduction to Python
• Lecture 3: Python containers
• Lecture 4: Python functions and complexity analysis
• Lecture 5: Python object model, modules, exceptions
• Lecture 6: Python object oriented programming
• Lecture 7: SciPy, NumPy, and matplotlib
• Lecture 8: Introduction to Pandas
• Lecture 9: Introduction to LaTeX
• Lecture 10: Introduction to C++, static arrays, variable scope, looping
• Lecture 11: C++ conditionals, file IO, dynamic memory
• Lecture 12: C++ functions, IO formatting and stringstreams, preprocessor, and #include
• Lecture 13: C++ containers: vector, tuple, map and set
• Lecture 14: Compilation, Makefiles
• Lecture 15: Boost MultiArray
• Lecture 16: C++ object oriented programming part 1
• Lecture 17: C++ object oriented programming part 2, memory management
• Lecture 18: Introduction to Functional Programming in Scala

Acknowledgements

We stand on the shoulders of giants: thanks to Patrick LeGresley and Nick Henderson for designing the structure of the course and the foundations for these notes.