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CS Concepts

ccai-cmap edited this page Jul 21, 2025 · 13 revisions

Explanations of the theory behind this repository.

Packages

The scripts in this repository depend on many built-in Python packages.

  • argparse: a package which provides functionality for reading arguments from the command line. Here is a tutorial which will provide everything that you need to know. (To be honest, I know only the very basics.)
  • pandas: a package for data analysis, or should I say THE package for data analysis. Here is a cheat sheet for working with pandas. You do not need SAS if you have pandas. However, pandas is NOT a catch-all for everything! Keep your for loops and pandas dataframes separate for the best functionality (combining them leads to poor performance.)
  • networkx: a package for working with graphs. You do not need to write your own shortest path algorithms! NetworkX has you covered.

Database Concepts

Object-Oriented Principles

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