Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/waasiq/movie-recommender

Movie Recommendation System based on Cosine Similarity
https://github.com/waasiq/movie-recommender

data-science python3 recommender-system streamlit

Last synced: about 4 hours ago
JSON representation

Movie Recommendation System based on Cosine Similarity

Awesome Lists containing this project

README

        

# 🎥 Movie Recommendation System
movie-recommendation

## 📝 About
This project is a movie recommendation system that uses the [TMDB 5000 Movie](https://www.kaggle.com/datasets/tmdb/tmdb-movie-metadata) dataset. The dataset contains information about 5000 movies, including user ratings, budget, revenue, and genres. The recommendation system uses the cosine similarity to find the similarity between movies based on their genres, keywords, cast, and crew. The system then recommends the top 5 most similar movies to the user.

## ⚙️ Technologies Used
- Python
- Streamlit

## 🔍 Features
- Recommends movies based on user input.

## 🔨 Installation

### Clone
Clone this repository to your local machine
```
$ git clone
```
```
$ cd movie-recommendation-system
```
```
$ pip install -r requirements.txt
```
### Usage
```
$ streamlit run app.py
```

## 📜 License
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)