ML-Paper-Recommender-Application

This repository contains a Streamlit application that helps users find machine learning papers related to specific methodologies. The app leverages various Documents to search for academic papers and provides an intuitive interface for easy access.

Features

• Search by Methodology: Enter a specific machine learning methodology to find relevant academic papers.
• User-Friendly Interface: Easy-to-navigate UI for quick searches and results display.
• Paper Details: View abstracts, authors, and publication information.

Demo

Check out our video demonstrationto see the app in action.

Screen.Recording.2024-07-30.at.23.05.35.mov

Installation

To run this application locally, follow these steps:

1. Clone the repository

   git clone https://github.com/ritz-bot/ml-paper-finder.git
   cd ml-paper-finder

2. Install the required dependencies

   pip install -r requirements.txt

3. Run the Streamlit app

   streamlit run app.py

Usage

1. Open your browser and go to http://localhost:8501.
2. Enter the machine learning methodology you are interested in.
3. Browse through the list of related papers.
4. Click on a paper to view more details such as the abstract, authors, and publication date.

Screenshots

Here is a preview of the application interface:

When a prompt was given to search "Papers with Lstm and GAN's"

When a prompt was given to search "Papers with NLP Techniques for Fake News Detection "

Contact

If you have any questions or feedback, please feel free to contact me at [email protected]