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
A Python program to easily solve the n-queens problem using min-conflicts algorithm

QueensProblem A program to easily solve the n-queens problem using min-conflicts algorithm Performances estimated with a sample of 1000 different rand

0 Oct 21, 2022
Supplementary Data for Evolving Reinforcement Learning Algorithms

evolvingrl Supplementary Data for Evolving Reinforcement Learning Algorithms This dataset contains 1000 loss graphs from two experiments: 500 unique g

John Co-Reyes 42 Sep 21, 2022
N Queen Problem using Genetic Algorithm

The N Queen is the problem of placing N chess queens on an N×N chessboard so that no two queens attack each other.

Mahdi Hassanzadeh 2 Nov 11, 2022
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
PathPlanning - Common used path planning algorithms with animations.

Overview This repository implements some common path planning algorithms used in robotics, including Search-based algorithms and Sampling-based algori

Huiming Zhou 5.1k Jan 08, 2023
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
This python algorithm creates a simple house floor plan based on a user-provided CSV file.

This python algorithm creates a simple house floor plan based on a user-provided CSV file. The algorithm generates possible router placements and evaluates where a signal will be reached in every roo

Joshua Miller 1 Nov 12, 2021
Algorithms and utilities for SAR sensors

WARNING: THIS CODE IS NOT READY FOR USE Sarsen Algorithms and utilities for SAR sensors Objectives Be faster and simpler than ESA SNAP and cloud nativ

B-Open 201 Dec 27, 2022
Distributed Grid Descent: an algorithm for hyperparameter tuning guided by Bayesian inference, designed to run on multiple processes and potentially many machines with no central point of control

Distributed Grid Descent: an algorithm for hyperparameter tuning guided by Bayesian inference, designed to run on multiple processes and potentially many machines with no central point of control.

Martin 1 Jan 01, 2022
Algorithms for calibrating power grid distribution system models

Distribution System Model Calibration Algorithms The code in this library was developed by Sandia National Laboratories under funding provided by the

Sandia National Laboratories 2 Oct 31, 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
Python package to monitor the power consumption of any algorithm

CarbonAI This project aims at creating a python package that allows you to monitor the power consumption of any python function. Documentation The com

Capgemini Invent France 36 Nov 11, 2022
This repository is an individual project made at BME with the topic of self-driving car simulator and control algorithm.

BME individual project - NEAT based self-driving car This repository is an individual project made at BME with the topic of self-driving car simulator

NGO ANH TUAN 1 Dec 13, 2021
A lightweight, object-oriented finite state machine implementation in Python with many extensions

transitions A lightweight, object-oriented state machine implementation in Python with many extensions. Compatible with Python 2.7+ and 3.0+. Installa

4.7k Jan 01, 2023
Zipline, a Pythonic Algorithmic Trading Library

Zipline, a Pythonic Algorithmic Trading Library

Stefan Jansen 463 Jan 08, 2023
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
There are some basic arithmatic in Pattern Recognization and Machine Learning writed in Python in this repository

There are some basic arithmatic in Pattern Recognization and Machine Learning writed in Python in this repository

1 Nov 19, 2021
A GUI visualization of QuickSort algorithm

QQuickSort A simple GUI visualization of QuickSort algorithm. It only uses PySide6, it does not have any other external dependency. How to run Install

Jaime R. 2 Dec 24, 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