# Python and Algorithms & Data Structures

This repository contains a comprehensive study on Algorithms & Data Structures in Python, including an ["e-book" I wrote](http://mariwahl.us/docs/algorithms_in_python.pdf).

![](http://i.imgur.com/XruamX1.png)


---
## Source Code Structure


src/

├── abstract_structures

    ├── heap

    ├── linked_lists

    ├── queues

    └── stacks

├── builtin_structures

    ├── arrays_and_strings

    ├── dicts

    ├── lists

    ├── numbers

    ├── sets

    ├── strings

    └── tuples

├── graphs_and_trees

    ├── trees

├── programming_paradigms

    ├── dynamic_programming

    ├── modules

    └── oop

└── searching_and_sorting

    ├── searching

    ├── sorting

└── Extra Interview Problems


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## Installation

The snippets are designed to be used individually. However, If you want  to install all fo the libraries in your [virtualenv](https://coderwall.com/p/8-aeka), do this:

```
$ pip install -r requirements.txt
```


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## Further Learning

### My Work:

* [Check out my lessons in machine learning.] (https://github.com/mariwahl/Machine-Learning-Lessons)



* [Check out my lessons in numerical methods.](https://github.com/mariwahl/Numerical-Methods-for-Physics)


* [Neat Problems in Python and Flask](https://github.com/mariwahl/Neat-Problems-in-Python-and-Flask)

### Third Party:

* [Interactive Python](http://interactivepython.org/)


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## License

When making a reference to my work, please use my twitter handle [_b_t_3_](https://twitter.com/_b_t_3_) or my [website](http://bt3gl.github.io/index.html).

<a rel="license" href="http://creativecommons.org/licenses/by-sa/4.0/"><img alt="Creative Commons License" style="border-width:0" src="http://i.creativecommons.org/l/by-sa/4.0/88x31.png" /></a><br />

This work is licensed under a [Creative Commons Attribution-ShareAlike 4.0 International License](http://creativecommons.org/licenses/by-sa/4.0/)