topsis-kanuj-102017188 1.2

Python Package implementing TOPSIS method for multi-criteria decision making method

Topsis Python Package

This is a Python Package implementing Topsis Multi-Criteria Decison Making method.
It is a simple implementation using - pandas - numpy
It stores the output as a csv file with user-specified name.
Output contains the original data with two additional columns i.e. Topsis Score and Rank based on the score.

Installation

To install the package

pip install topsis-kanuj-102017188

Usage

To use the package from the command line (Data file and result file name should contain .csv extension)

topsis [data file name] [weights as string seperated by ','] [impacts as string seperated by ','] [result data file name]

For example

topsis data.csv "1,1,1,1,1" "+,+,+,-,+" result.csv

Sample

Data Sample

Model,StorageSpace,Camera,Price,Looks
M1,16,12,250,5
M2,16,8,200,3
M3,32,16,300,4
M4,32,8,275,4
M5,16,16,225,2

Sample topsis command

topsis data.csv "0.25,0.25,0.25,0.25" "+,+,-,+" result.csv

Sample Output file

Model,StorageSpace,Camera,Price,Looks,TopsisScore,Rank
M1,16,12,250,5,0.534277,3.0
M2,16,8,200,3,0.308368,5.0
M3,32,16,300,4,0.691632,1.0
M4,32,8,275,4,0.534737,2.0
M5,16,16,225,2,0.401046,4.0

Notes

The data should only contain numerical data.