Python and Algorithms & Data Structures
=======================================

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

![](http://i.imgur.com/fYPlwpQ.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



Installation
------------
The snippets are designed to be used individually for learning. If you want  to install all the libraries we mention here in your [virtualenv](https://coderwall.com/p/8-aeka):

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



Further Learning
-----------------
[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)



License
----------
When making a reference of 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). Thank you!


<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/)