Minimal examples of data structures and algorithms in Python

Overview

PyPI version Open Source Helpers Build Status Coverage Status

Pythonic Data Structures and Algorithms

Minimal and clean example implementations of data structures and algorithms in Python 3.

Contributing

Thanks for your interest in contributing! There are many ways to contribute to this project. Get started here

Tests

Use unittest

For running all tests write down:

$ python3 -m unittest discover tests

For running some specific tests you can do this as following (Ex: sort):

$ python3 -m unittest tests.test_sort

Use pytest

For running all tests write down:

$ python3 -m pytest tests

Install

If you want to use the API algorithms in your code, it is as simple as:

$ pip3 install algorithms

You can test by creating a python file: (Ex: use merge_sort in sort)

from algorithms.sort import merge_sort

if __name__ == "__main__":
    my_list = [1, 8, 3, 5, 6]
    my_list = merge_sort(my_list)
    print(my_list)

Uninstall

If you want to uninstall algorithms, it is as simple as:

$ pip3 uninstall -y algorithms

List of Implementations

Contributors

Thanks to all the contributors who helped in building the repo.

Comments
  • Implement bst tree

    Implement bst tree

    Hi, I implement the bst tree. insert, and search works now. But I am not sure why size method does not work: The error: AttributeError: 'NoneType' object has no attribute 'size' @goswami-rahul @christianbender Could you help me?

    opened by danghai 16
  • Plan for testing

    Plan for testing

    I want to add some additional matrix algorithms and some tests for that.

    So, do you have a testing plan of test format, rules of in/output example data, test script name and others?

    enhancement 
    opened by mingrammer 16
  • Logo/Icon

    Logo/Icon

    Greetings, Im a graphics designer here on Github and I would like to ask for your permission to design for your logo/icon that you maybe used for your future plans in your project. I want to help open source projects by designing logos or banners for there project. Thank you for your time reading this

    Best regards -jbeguna04

    opened by jbeguna04 15
  • added nearest neighbor algorithm - machine-learning

    added nearest neighbor algorithm - machine-learning

    • Two functions nearest_neighbor(x, tSet) and a (eulidean) distance function distance(x,y).
    • I used the numpy library for calculating the absolute value of a vector.
    • Two trainings sets for the logical AND-function and for color-analysing (dark/light color).

    Have someone a tip for finding the k-nearest neighbors? I wrote a simple algorithm.

    • [X] If creating a new file :

      • [X] added links to it in the README files ?
      • [X] included tests with it ?
      • [ ] added description (overview of algorithm, time and space compleixty, and possible edge case) in docstrings ?
    • [ ] if done some changes :

      • [ ] wrote short description in the PR explaining what the changes do ?
      • [ ] Fixes #[issue number] if related to any issue
    • [] other

    opened by christianbender 14
  • separate test module

    separate test module

    Since we now have tests in most of the algorithms, I think it is a good idea to have a separate test_module.py file in each module. We can move all the tests from one module to it, and any further algorithms must have their tests in this file. It will make the repo easy to manage. @keon what do you think? I can start working on this.

    help wanted for newcomers 
    opened by goswami-rahul 11
  • WIP: Fix some issues in Travis and add more python env

    WIP: Fix some issues in Travis and add more python env

    This PR does some tasks:

    • [x] : Add requirements dependency in requirements.txt for algorithms.

    • [x] : Update cache, and coverall ( algorithms and tests) in Travis

    • [x] : Switch to use tox for running the unittest, coveralls. Add more python environment for testing. It does not only test for python 3.6. It could probably test python 3.4, 3.5, 3.6

    opened by danghai 10
  • Fix sort

    Fix sort

    I added doc sting to wiggle_sort.py, modified counting_sort.py and merge_sort.py so that the type of returned array is also numpy.ndarray when the type of input array is numpy.ndarray (the other sort method already achieved this). I alos wrap function in quick_sort.py, so we can use quick sort just like other sort method. And I also modified all the files according to pep8 specification.

    opened by techkang 10
  • Tests in directory tests

    Tests in directory tests

    tests
    If I ran the tests I get this kind of error message:

    from search.binary_search import binary_search, binary_search_recur ImportError: No module named 'search'

    or

    from array.delete_nth import delete_nth, delete_nth_naive ImportError: No module named 'array.delete_nth'; 'array' is not a package

    opened by christianbender 9
  • Adding k_factor.py in dp folder in add_K_FactorofStrings branch

    Adding k_factor.py in dp folder in add_K_FactorofStrings branch

    I have implemented an algorithm to solve a dp problem named "K-factor" Problem statement: The K factor of a string is defined as the number of times ‘abba’ appears as a substring. Given two numbers N and k,​ find the number of strings of length N with ‘K factor’ = k.

    opened by TheCodeYoda 8
  • Added fractional knapsack

    Added fractional knapsack

    I have added fractional knapsack code under greedy. Given the weights and values of n items, we need to put these items in a knapsack of capacity W to get the maximum total value in the knapsack. In Fractional Knapsack, we can break items for maximizing the total value of the knapsack.

    hacktoberfest-accepted 
    opened by ritikverma2000 8
  • Organizing the repo neatly

    Organizing the repo neatly

    Hey guys, I was wondering we should put all the algorithms in an algorithm folder or something. I feel like It's getting big with all those new files being added to it. I have to scroll all the way down or up to get to where I want and right now I feel it is a bit disorganized. It would be very easy for readers to just click the algorithm folder and look for the intended algorithms inside it. The extra junk can remain outside. What do you guys think?

    enhancement 
    opened by SaadBenn 8
  • Added 4 more algorithms with test case

    Added 4 more algorithms with test case

    Reference issues/PRs:

    None

    What does this implementation/fix? Explain your changes.

    These are just some algorithm that I found useful.

    algorithms/dp/ 1. Wildcard matching 2. Trapping rain water

    algorithms/graph/ 1. Kadane's algorithm 2. Kahn's algorithm

    Any other comments?

    No

    opened by Yash5675 0
Releases(v0.1.4)
Owner
Keon
Keon
Pathfinding visualizer in pygame: A*

Pathfinding Visualizer A* What is this A* algorithm ? Simply put, it is an algorithm that aims to find the shortest possible path between two location

0 Feb 26, 2022
Algorithms written in different programming languages

Data Structures and Algorithms Clean example implementations of data structures and algorithms written in different languages. List of implementations

Zoran Pandovski 1.3k Jan 03, 2023
Genetic Algorithm for Robby Robot based on Complexity a Guided Tour by Melanie Mitchell

Robby Robot Genetic Algorithm A Genetic Algorithm based Robby the Robot in Chapter 9 of Melanie Mitchell's book Complexity: A Guided Tour Description

Matthew 2 Dec 01, 2022
marching Squares algorithm in python with clean code.

Marching Squares marching Squares algorithm in python with clean code. Tools Python 3 EasyDraw Creators Mohammad Dori Run the Code Installation Requir

Mohammad Dori 3 Jul 15, 2022
Programming Foundations Algorithms With Python

Programming-Foundations-Algorithms Algorithms purpose to solve a specific proplem with a sequential sets of steps for instance : if you need to add di

omar nafea 1 Nov 01, 2021
Algorithms implemented in Python

Python Algorithms Library Laurent Luce Description The purpose of this library is to help you with common algorithms like: A* path finding. String Mat

Laurent Luce 264 Dec 06, 2022
How on earth can I ever think of a solution like that in an interview?!

fuck-coding-interviews This repository is created by an awkward programmer who always struggles with coding problems on LeetCode, even with some Easy

Vinta Chen 613 Jan 08, 2023
A fast, pure python implementation of the MuyGPs Gaussian process realization and training algorithm.

Fast implementation of the MuyGPs Gaussian process hyperparameter estimation algorithm MuyGPs is a GP estimation method that affords fast hyperparamet

Lawrence Livermore National Laboratory 13 Dec 02, 2022
QDax is a tool to accelerate Quality-Diveristy (QD) algorithms through hardware accelerators and massive parallelism

QDax: Accelerated Quality-Diversity QDax is a tool to accelerate Quality-Diveristy (QD) algorithms through hardware accelerators and massive paralleli

Adaptive and Intelligent Robotics Lab 183 Dec 30, 2022
Path finding algorithm visualizer with python

path-finding-algorithm-visualizer ~ click on the grid to place the starting block and then click elsewhere to add the end block ~ click again to place

izumi 1 Oct 31, 2021
Implemented page rank program

Page Rank Implemented page rank program based on fact that a website is more important if it is linked to by other important websites using recursive

Vaibhaw 6 Aug 24, 2022
Python based framework providing a simple and intuitive framework for algorithmic trading

Harvest is a Python based framework providing a simple and intuitive framework for algorithmic trading. Visit Harvest's website for details, tutorials

100 Jan 03, 2023
With this algorithm you can see all best positions for a Team.

Best Positions Imagine that you have a favorite team, and you want to know until wich position your team can reach With this algorithm you can see all

darlyn 4 Jan 28, 2022
A tictactoe where you never win, implemented using minimax algorithm

Unbeatable_TicTacToe A tictactoe where you never win, implemented using minimax algorithm Requirements Make sure you have the pygame module along with

Jessica Jolly 3 Jul 28, 2022
implementation of the KNN algorithm on crab biometrics dataset for CS16

crab-knn implementation of the KNN algorithm in Python applied to biometrics data of purple rock crabs (leptograpsus variegatus) to classify the sex o

Andrew W. Chen 1 Nov 18, 2021
A lightweight, pure-Python mobile robot simulator designed for experiments in Artificial Intelligence (AI) and Machine Learning, especially for Jupyter Notebooks

aitk.robots A lightweight Python robot simulator for JupyterLab, Notebooks, and other Python environments. Goals A lightweight mobile robotics simulat

3 Oct 22, 2021
This application solves sudoku puzzles using a backtracking recursive algorithm

This application solves sudoku puzzles using a backtracking recursive algorithm. The user interface is coded with Pygame to allow users to easily input puzzles.

Glenda T 0 May 17, 2022
Algorithmic trading backtest and optimization examples using order book imbalances. (bitcoin, cryptocurrency, bitmex)

Algorithmic trading backtest and optimization examples using order book imbalances. (bitcoin, cryptocurrency, bitmex)

172 Dec 21, 2022
A litle algorithm that i made for transform a picture in a spreadsheet.

PicsToSheets How it works? It is an algorithm designed to transform an image into a spreadsheet file. this converts image pixels to color cells of she

Guilherme de Oliveira 1 Nov 12, 2021
It is a platform that implements some path planning algorithms.

PathPlanningAlgorithms It is a platform that implements some path planning algorithms. Main dependence: python3.7, opencv4.1.1.26 (for image show) Tip

5 Feb 24, 2022