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
Genetic algorithms are heuristic search algorithms inspired by the process that supports the evolution of life.

Genetic algorithms are heuristic search algorithms inspired by the process that supports the evolution of life. The algorithm is designed to replicate the natural selection process to carry generatio

Mahdi Hassanzadeh 4 Dec 24, 2022
Repository for data structure and algorithms in Python for coding interviews

Python Data Structures and Algorithms This repository contains questions requiring implementation of data structures and algorithms concepts. It is us

Prabhu Pant 1.9k Jan 01, 2023
sudoku solver using CSP forward-tracking algorithms.

Sudoku sudoku solver using CSP forward-tracking algorithms. Description Sudoku is a logic-based game that consists of 9 3x3 grids that create one larg

Cindy 0 Dec 27, 2021
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
Policy Gradient Algorithms (One Step Actor Critic & PPO) from scratch using Numpy

Policy Gradient Algorithms From Scratch (NumPy) This repository showcases two policy gradient algorithms (One Step Actor Critic and Proximal Policy Op

1 Jan 17, 2022
🌟 Python algorithm team note for programming competition or coding test

🌟 Python algorithm team note for programming competition or coding test

Seung Hoon Lee 3 Feb 25, 2022
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
Resilient Adaptive Parallel sImulator for griD (rapid)

Rapid is an open-source software library that implements a novel “parallel-in-time” (Parareal) algorithm and semi-analytical solutions for co-simulation of integrated transmission and distribution sy

Richard Lincoln 7 Sep 07, 2022
Apriori - An algorithm for frequent item set mining and association rule learning over relational databases

Apriori Apriori is an algorithm for frequent item set mining and association rul

Mohammad Nazari 8 Jan 10, 2022
Parameterising Simulated Annealing for the Travelling Salesman Problem

Parameterising Simulated Annealing for the Travelling Salesman Problem Abstract The Travelling Salesman Problem is a well known NP-Hard problem. Given

Gary Sun 55 Jun 15, 2022
:computer: Data Structures and Algorithms in Python

Algorithms in Python Implementations of a few algorithms and datastructures for fun and profit! Completed Karatsuba Multiplication Basic Sorting Rabin

Prakhar Srivastav 2.9k Jan 01, 2023
RRT algorithm and its optimization

RRT-Algorithm-Visualisation This is a project that aims to develop upon the RRT

Sarannya Bhattacharya 7 Mar 06, 2022
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
Repository for Comparison based sorting algorithms in python

Repository for Comparison based sorting algorithms in python. This was implemented for project one submission for ITCS 6114 Data Structures and Algorithms under the guidance of Dr. Dewan at the Unive

Devashri Khagesh Gadgil 1 Dec 20, 2021
A genetic algorithm written in Python for educational purposes.

Genea: A Genetic Algorithm in Python Genea is a Genetic Algorithm written in Python, for educational purposes. I started writing it for fun, while lea

Dom De Felice 20 Jul 06, 2022
An open source algorithm and dataset for finding poop in pictures.

The shitspotter module is where I will be work on the "shitspotter" poop-detection algorithm and dataset. The primary goal of this work is to allow for the creation of a phone app that finds where yo

Jon Crall 29 Nov 29, 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
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
Python Client for Algorithmia Algorithms and Data API

Algorithmia Common Library (python) Python client library for accessing the Algorithmia API For API documentation, see the PythonDocs Algorithm Develo

Algorithmia 138 Oct 26, 2022
A fast python implementation of the SimHash algorithm.

This Python package provides hashing algorithms for computing cohort ids of users based on their browsing history. As such, it may be used to compute cohort ids of users following Google's Federated

Hybrid Theory 19 Dec 15, 2022