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movie_recommendation's Introduction

Movie Recommendation System

This Movie Recommendation System is designed to provide users with recommendations for similar movies based on the input movie name. It utilizes cosine similarity from the scikit-learn library to compute the similarity between movies and Flask as the backend framework to handle requests and serve recommendations.

Features Input Movie Name: Users can enter a movie name into the search bar. Recommendations: After submitting the movie name, the system provides a list of recommended movies that are similar to the input movie.

Install Dependencies:
pip install -r requirements.txt

Run the Application:


python app.py The application will be accessible at http://localhost:5000 by default.

Usage
Open your web browser and navigate to http://localhost:5000.
Enter the name of a movie into the search bar and press Enter or click the "Recommend" button. The system will display a list of recommended movies based on the input movie.

Technologies Used

  1. Python
  2. Flask
  3. scikit-learn
  4. pandas
  5. HTML/CSS

Picture of the webpage
index page

recomand page

Credits

This project was created by Dipayan Majumder as part of Personal Project. It utilizes datasets and techniques from various sources .

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