semvec/pypi-packages huggingface dataset:
TOPSIS-Gurleen-101903399 1.0.3
A Python package to get best alternative available using TOPSIS method.
License: MIT

# TOPSIS-Gurleen-101903399

A python package which implements TOPSIS (Technique for Order of Preference by Similarity to Ideal Solution) which is a multi-criteria decision analysis method.

Steps involved in TOPSIS Algorithm:
    
    1. Creating an evaluation matrix (m x n).
    2. Normalization of the matrix so formed such that each metric for a given model lies between 0 and 1.
    3. Creating a weighted normalized matrix i.e. multiplying the metrics with the weights of respective model.
    4. Determining the ideal best and ideal worst alternatives for each criterion.
    5. Calculating the euclidean distance between the target alternative and ideal best and idealworst alternatives.
    6. Calculate the TOPSIS score i.e. similarity to the ideal worst alternative.
    7. Rank the models on the basis of the TOPSIS score thus obtained.s

# Usage

Running the following query on the command-line interface will help you to rank the models i.e. choose the best alternative available from a given set of models based on multiple, usually conflicting criteria.
  
    TOPSIS-Gurleen-101903399 <data_file_name> <weights> <impacts> <result_file_name>
    Example - TOPSIS-Gurleen-101903399 data.csv "1,1,1,2" "+,+,-,+" result.csv

Note - Make sure that you run the command in the folder you have stored your data files , else provide the complete path of the file.
Topsis-Naman-101903630 1.0.0
Topsis Calculator
License: MIT
Keywords: Topsis-Naman-101903630

Name: Naman Garg
Roll number: 101903630
Contact: ngarg2_be19@thapar.edu

Change Log
==========
Version: 0.0.1 (25/02/2022)
---------------------------
- First Release
nptel-dl 1.10
Downloader for NPTEL
License: MIT
Keywords: nptel NPTEL dl download downloader

# nptel-dl
Download courses from NPTEL

### Installation
`pip install nptel-dl`

#### Manual
```
    git clone https://github.com/deshdeepak1/nptel-dl
    cd nptel-dl
    python3 -m venv venv
    pip3 install -r requirements.txt
```

#### Usage
```
usage: nptel-dl [-h] [--dump-json  | --dump-single-json ] [--write-json] [--all] [--books] [--videos] [--syllabus] [--transcripts]
                   [--assignements]
                   URL [URL ...]

Download NPTEL courses

positional arguments:
  URL                   URLs or COURSE_IDs

optional arguments:
  -h, --help            show this help message and exit
  --dump-json , -j      Dump info dict of urls in json. Available options: all, modules, yt, direct, assignements, transcripts, books
  --dump-single-json , -J 
                        Dump info dict of urls in single json. Available options: all, modules, yt, direct, assignements, transcripts, books
  --write-json, -w      Write json. Requires either --dump-json or --dump-single-json
  --all, -A             Download all i.e. videos, syllabus, transcripts, assignements, books.
  --books, -b           Download books
  --videos, -v          Download videos
  --syllabus, -s        Download syllabus
  --transcripts, -t     Download transcripts
  --assignements, -a    Download assignements
```