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https://github.com/rubix982/vects

An implementation for vector space models used in Information Retrieval for ranked retrieval. Uses TF, IDF, and normalizing on a textual dataset, mostly corpus from novels.
https://github.com/rubix982/vects

docker docker-compose fastapi information-retrieval python ranked-retrieval reactjs

Last synced: 2 months ago
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An implementation for vector space models used in Information Retrieval for ranked retrieval. Uses TF, IDF, and normalizing on a textual dataset, mostly corpus from novels.

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README

          

[![Contributors][contributors-shield]][contributors-url]
[![Forks][forks-shield]][forks-url]
[![Stargazers][stars-shield]][stars-url]
[![Issues][issues-shield]][issues-url]
[![MIT License][license-shield]][license-url]
[![LinkedIn][linkedin-shield]][linkedin-url]

## To Use

Go int `server`, and run the `src/Test.py` file with `python3 src/Test.py`, it should run all the test cases given in the assignment.

## Commands

### Pushing to heroku

Git Substree command,

```bash
git subtree push --prefix server heroku master
```

[contributors-shield]: https://img.shields.io/github/contributors/Rubix982/Information-Retrieval---Vector-Space-Model.svg?style=for-the-badge
[contributors-url]: https://github.com/Rubix982/Information-Retrieval---Vector-Space-Model/graphs/contributors
[forks-shield]: https://img.shields.io/github/forks/Rubix982/Information-Retrieval---Vector-Space-Model.svg?style=for-the-badge
[forks-url]: https://github.com/Rubix982/Information-Retrieval---Vector-Space-Model/network/members
[stars-shield]: https://img.shields.io/github/stars/Rubix982/Information-Retrieval---Vector-Space-Model.svg?style=for-the-badge
[stars-url]: https://github.com/Rubix982/Information-Retrieval---Vector-Space-Model/stargazers
[issues-shield]: https://img.shields.io/github/issues/Rubix982/Information-Retrieval---Vector-Space-Model.svg?style=for-the-badge
[issues-url]: https://github.com/Rubix982/Information-Retrieval---Vector-Space-Model/issues
[license-shield]: https://img.shields.io/github/license/Rubix982/Information-Retrieval---Vector-Space-Model.svg?style=for-the-badge
[license-url]: https://github.com/Rubix982/Information-Retrieval---Vector-Space-Model/blob/master/LICENSE.txt
[linkedin-shield]: https://img.shields.io/badge/-LinkedIn-black.svg?style=for-the-badge&logo=linkedin&colorB=555
[linkedin-url]: https://www.linkedin.com/in/saif-ul-islam-93786b187/
[product-screenshot]: https://raw.githubusercontent.com/othneildrew/Best-README-Template/master/images/screenshot.png