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Project description
#TOPSIS (Technique for Order of Preference by Similarity to Ideal Solution) is a Python package for performing TOPSIS analysis on a given dataset.
Installation
You can install the package using pip:
pip install topsis-aayushi-102103421
USAGE
import pandas as pd from topsis_package import topsis
Sample data
data = pd.DataFrame({ 'P1': [3, 4, 5, 2], 'P2': [5, 2, 3, 4], 'P3': [2, 3, 4, 5], 'P4': [4, 5, 2, 3], 'P5': [1, 2, 3, 4], })
Sample weights and impacts
weights = [1, 1, 1, 1, 1] impacts = [1, -1, 1, 1, -1]
Perform TOPSIS analysis
topsis_scores = topsis(data, weights, impacts)
Display TOPSIS scores
print("TOPSIS Scores:") print(topsis_scores)
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