semvec/pypi-packages huggingface dataset:
Topsis-Dhanvi9-101903427 0.0.1
Topsis python for decision making based on multiple factors
License: MIT
Keywords: topsis

TOPSIS-Python
Source code for TOPSIS optimization algorithm in python.

What is TOPSIS?
Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) came in the 1980s as a multi-criteria-based decision-making method.TOPSIS chooses the alternative 
of shortest the Euclidean distance from the ideal solution and greatest distance from the negative ideal solution.
TOPSIS is a way to allocate the ranks on basis of the weights and impact of the given factors.Weights mean how much a given factor should be taken into consideration 
(default weight = 1 for all factors).Impact means that a given factor has a positive or negative impact.

How to install this package?
pip install Topsis-Dhanvi9-101903427==0.0.1

To run from command prompt
python <inputdata.csv> <weights> <impacts> <outputfile.csv>
e.g. python input.csv "1,1,1,2,0.5" "+,+,-,+,-" output.csv

Sample Dataset
Model   P1	P2	P3	P4	P5
M1	0.77	0.59	6.2	58.7	16.57
M2	0.6	0.36	3.2	46	12.54
M3	0.68	0.46	4.3	51.5	14.24
M4	0.95	0.9	4.9	38.9	11.41
M5	0.61	0.37	4.7	62.6	17.07
M6	0.63	0.4	4.1	50	13.78
M7	0.69	0.48	5.1	44.1	12.59
M8	0.8	0.64	4.2	51.3	14.24

Output
Model   P1	P2	P3	P4	P5	Topsis Score	Rank
M1	0.77	0.59	6.2	58.7	16.57	0.49740		3
M2	0.6	0.36	3.2	46	12.54	0.361325	6
M3	0.68	0.46	4.3	51.5	14.24	0.402184	5
M4	0.95	0.9	4.9	38.9	11.41	0.533495	2
M5	0.61	0.37	4.7	62.6	17.07	0.465008	4
M6	0.63	0.4	4.1	50	13.78	0.360213	7
M7	0.69	0.48	5.1	44.1	12.59	0.266374	8
M8	0.8	0.64	4.2	51.3	14.24	0.548612	1

The model with highest topsis score is given the best ranking and should be chosen as the ideal solution.

Applications
1.Mobile selection on basis of multiple criteria like looks,storage,camera etc
2.University selection based on multiple factors.
Topsis-DhanviBansal-101903427 0.0.1
Topsis python for decision making based on multiple factors
License: MIT
Keywords: topsis

TOPSIS-Python
Source code for TOPSIS optimization algorithm in python.

What is TOPSIS?
Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) came in the 1980s as a multi-criteria-based decision-making method.TOPSIS chooses the alternative 
of shortest the Euclidean distance from the ideal solution and greatest distance from the negative ideal solution.
TOPSIS is a way to allocate the ranks on basis of the weights and impact of the given factors.Weights mean how much a given factor should be taken into consideration 
(default weight = 1 for all factors).Impact means that a given factor has a positive or negative impact.

How to install this package?
pip install topsis-Dhanvi-101903427==0.0.1

To run from command prompt
python <inputdata.csv> <weights> <impacts> <outputfile.csv>
e.g. python input.csv "1,1,1,2,0.5" "+,+,-,+,-" output.csv

Sample Dataset
Model   P1	P2	P3	P4	P5
M1	0.77	0.59	6.2	58.7	16.57
M2	0.6	0.36	3.2	46	12.54
M3	0.68	0.46	4.3	51.5	14.24
M4	0.95	0.9	4.9	38.9	11.41
M5	0.61	0.37	4.7	62.6	17.07
M6	0.63	0.4	4.1	50	13.78
M7	0.69	0.48	5.1	44.1	12.59
M8	0.8	0.64	4.2	51.3	14.24

Output
Model   P1	P2	P3	P4	P5	Topsis Score	Rank
M1	0.77	0.59	6.2	58.7	16.57	0.49740		3
M2	0.6	0.36	3.2	46	12.54	0.361325	6
M3	0.68	0.46	4.3	51.5	14.24	0.402184	5
M4	0.95	0.9	4.9	38.9	11.41	0.533495	2
M5	0.61	0.37	4.7	62.6	17.07	0.465008	4
M6	0.63	0.4	4.1	50	13.78	0.360213	7
M7	0.69	0.48	5.1	44.1	12.59	0.266374	8
M8	0.8	0.64	4.2	51.3	14.24	0.548612	1

The model with highest topsis score is given the best ranking and should be chosen as the ideal solution.

Applications
1.Mobile selection on basis of multiple criteria like looks,storage,camera etc
2.University selection based on multiple factors.
Topsis-Paras-401903027 1.0.1
Executes TOPSIS function on csv type files
License: MIT

This is a package to apply TOPSIS method to an input file of type ".csv". \
Rules:
1. The input file must have at least 3 columns, i.e. at least 2 Parameters
2. Example for running it on script : \
   python 401903027-topsis.py data.csv '1,2,2,1' '+,-,-,+' output-401903027.csv
3. Pandas should be re-installed.

Created by -  
Paras Tandon \
401903027\
TIET
Topsis-Shikhar-102083055 1.0
Topsis Calculation
License: MIT
Keywords: Topsis,TopsisPackage

# Topsis 
## A Multi-Criteria Decision Analysis Method

**Submitted By** - Shikhar Saini 
**Roll No.** - 102083055
**Group** - 3CO5

It is a Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) came in the 1980s as a multi-criteria-based decision-making method. TOPSIS chooses the alternative of shortest the Euclidean distance from the ideal solution and greatest distance from the negative ideal solution. 

## Installation
This package requires pandas to be pre-installed and python to run.
Install the dependencies and devDependencies and start the server.
 **To Install and run in cmd line:**
```sh
pip install Topsis-Shikhar-102083055
import Topsis_Shikhar_102083055
Topsis_Shikhar_102083055.Topsis(Input_File_Name.csv,"1,1,1,1 ...","+,-,+,- ...","resultfile.csv") 
```