https://github.com/vubacktracking/movie-recommeder-system-content-based

Movie Recommender System Using Content-Based Method
https://github.com/vubacktracking/movie-recommeder-system-content-based

api content-based-recommendation movie-recommendation python recommender-system streamlit

Last synced: about 1 month ago
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Movie Recommender System Using Content-Based Method

• Host: GitHub
• URL: https://github.com/vubacktracking/movie-recommeder-system-content-based
• Owner: VuBacktracking
• Created: 2023-10-27T08:58:41.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-11-02T06:22:08.000Z (over 1 year ago)
• Last Synced: 2024-11-10T01:13:12.291Z (3 months ago)
• Topics: api, content-based-recommendation, movie-recommendation, python, recommender-system, streamlit
• Language: Jupyter Notebook
• Homepage:
• Size: 13.9 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Movie Recommendation System using Content-Based

I used Content-Based Method in order to create a Movies Recommender System. This is a web application that can recommend various kinds of similar movies

## Dataset has been used:

* [TMDB Dataset link](https://www.kaggle.com/tmdb/tmdb-movie-metadata?select=tmdb_5000_movies.csv)

## Demo:



    





    





    





    



## How to run the app

### STEPS:

Clone the repository

```bash

git clone https://github.com/VuBacktracking/Movie-Recommeder-System-Content-Based.git

```

### STEP 01- Create a conda environment after opening the repository

```bash

# you can use the other version of python but at least 3.7.10

conda create -n movie python=3.7.10 -y

```

```bash

conda activate movie

```

### STEP 02- install the requirements

```bash

pip install -r requirements.txt

```

```bash

#run this file to generate the models

Movie RecSys.ipynb

```

Now run,

```bash

streamlit run app.py

```

*Note*: My [`frontend`](https://github.com/VuBacktracking/Movie-Recommeder-System-Content-Based/tree/main/frontend) folder was donwloaded from https://github.com/DenizD/Streamlit-Image-Carousel