Observed since 20 Oct, 15:09 UTC
No superseded metadata states collected. Unchanged observations do not create new revisions.
A simple TOPSIS implementation package.
The TOPSIS (Technique for Order Preference by Similarity to Ideal Solution) method is a multi-criteria decision analysis (MCDA) technique used to evaluate and rank alternatives based on multiple criteria. This Python package provides a simple implementation of the TOPSIS method.
Easy to use function to perform the TOPSIS method on decision matrices.
Accepts customizable weights for each criterion.
Supports both beneficial and non-beneficial criteria (impacts).
Returns preference scores and ranks for the alternatives.
Parameters: data (list of lists): Decision matrix (alternatives x criteria). weights (list): List of weights for each criterion. impacts (list): '+' for beneficial, '-' for non-beneficial criteria.
Returns: list: Preference scores for each alternative. list: Ranks of each alternative.
You can install the Topsis Package using pip from PyPI.
Install the package using pip:
pip install 102217109_topsis
pypistats · 64 observations shown. Missing days are unknown. Source category: overall: without mirrors.
| Date / source period | Value | Observed at |
|---|---|---|
| 2026-10-16 – 2026-10-16 | 4 | 2026-10-20T16:08:01.2726727Z |
| 2026-10-15 – 2026-10-15 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-10-13 – 2026-10-13 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-10-09 – 2026-10-09 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-10-08 – 2026-10-08 | 2 | 2026-10-20T16:08:01.2726727Z |
| 2026-10-07 – 2026-10-07 | 3 | 2026-10-20T16:08:01.2726727Z |
| 2026-10-06 – 2026-10-06 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-10-03 – 2026-10-03 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-10-01 – 2026-10-01 | 2 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-30 – 2026-09-30 | 6 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-29 – 2026-09-29 | 3 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-28 – 2026-09-28 | 2 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-27 – 2026-09-27 | 7 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-26 – 2026-09-26 | 4 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-25 – 2026-09-25 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-24 – 2026-09-24 | 4 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-21 – 2026-09-21 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-20 – 2026-09-20 | 8 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-18 – 2026-09-18 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-17 – 2026-09-17 | 5 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-16 – 2026-09-16 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-14 – 2026-09-14 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-13 – 2026-09-13 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-12 – 2026-09-12 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-11 – 2026-09-11 | 2 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-10 – 2026-09-10 | 3 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-09 – 2026-09-09 | 3 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-07 – 2026-09-07 | 2 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-05 – 2026-09-05 | 2 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-03 – 2026-09-03 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-02 – 2026-09-02 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-09-01 – 2026-09-01 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-31 – 2026-08-31 | 3 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-28 – 2026-08-28 | 7 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-26 – 2026-08-26 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-24 – 2026-08-24 | 10 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-23 – 2026-08-23 | 7 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-22 – 2026-08-22 | 3 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-21 – 2026-08-21 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-20 – 2026-08-20 | 6 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-18 – 2026-08-18 | 36 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-17 – 2026-08-17 | 11 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-16 – 2026-08-16 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-14 – 2026-08-14 | 7 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-13 – 2026-08-13 | 4 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-12 – 2026-08-12 | 4 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-10 – 2026-08-10 | 1 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-09 – 2026-08-09 | 2 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-07 – 2026-08-07 | 3 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-06 – 2026-08-06 | 3 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-05 – 2026-08-05 | 7 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-04 – 2026-08-04 | 6 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-03 – 2026-08-03 | 12 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-02 – 2026-08-02 | 2 | 2026-10-20T16:08:01.2726727Z |
| 2026-08-01 – 2026-08-01 | 3 | 2026-10-20T16:08:01.2726727Z |
| 2026-07-31 – 2026-07-31 | 3 | 2026-10-20T16:08:01.2726727Z |
| 2026-07-30 – 2026-07-30 | 8 | 2026-10-20T16:08:01.2726727Z |
| 2026-07-29 – 2026-07-29 | 13 | 2026-10-20T16:08:01.2726727Z |
| 2026-07-27 – 2026-07-27 | 6 | 2026-10-20T16:08:01.2726727Z |
| 2026-07-25 – 2026-07-25 | 2 | 2026-10-20T16:08:01.2726727Z |
| 2026-07-23 – 2026-07-23 | 5 | 2026-10-20T16:08:01.2726727Z |
| 2026-07-22 – 2026-07-22 | 2 | 2026-10-20T16:08:01.2726727Z |
| 2026-07-21 – 2026-07-21 | 5 | 2026-10-20T16:08:01.2726727Z |
| 2026-07-20 – 2026-07-20 | 6 | 2026-10-20T16:08:01.2726727Z |
| Version | Published | Direct dependencies | Open version |
|---|---|---|---|
| 1.0.1 | 18 Jan 2025 | 1 |
This describes our collected data; it is not a security assessment.
Observed since 20 Oct, 15:09 UTC
No superseded metadata states collected. Unchanged observations do not create new revisions.
package:11407c894407590e32b1987113ea855eaee6e20fe2d1e40f708f72ed4953eb00