Sort-Algorithms-Analysis

My implementation of some of the well-known sorting algorithms, with calculation of each algorithm's runtime with different datasets, and then analysing obtained data using Matplotlib Python library.

The repository is divided as follows:

Visual Studio Project

The Visual Studio Project consists of different folders, the most important is Algos containing 3 main files:

• Algos.h
• Algos.cpp
• Main.cpp

With all member functions declaration in Algos.h and definition in Algos.cpp. Main.cpp is where Algos class function are used to obtain data sets from two file:

• input_large.txt
• input_small.txt

and sorting runtimes saved in:

• sortResults.txt
• sortResults_milliseconds.txt

AlgosTimePlots.py

• AlgosTimePlots.py uses Matplotlib library to create plots for each sorting algorithm runtime against several data sets.

• AlgosTimePlots.py fetches data from the previously created file sortResults_milliseconds.txt and saves the created charts in the same directory.