🎬 Movie Recommendation App

A simple yet effective movie recommendation system built using Python, Pandas, and Streamlit.
It allows users to select movie genres and receive top-rated recommendations, enriched with IMDb ratings and links.

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🔎 Preview

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🌐 Live Demo

Coming soon on Streamlit Cloud

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🚀 Features

• 🎯 Filter top movies based on selected genre
• ⭐ Calculate and display average user ratings
• 🌐 Show IMDb scores and provide direct links
• 💻 Interactive and clean UI built with Streamlit
• 🧩 Modular and organized code structure for easy development

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🧰 Tools & Libraries Used

• Python
• Pandas
• Streamlit
• Git
• scikit-learn
• pytest (optional, for testing purposes)

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🧠 Recommendation Methods

• Collaborative Filtering: Recommends movies based on similar users’ preferences
• Genre-Based Filtering: Allows selection of genres to get top-rated recommendations using cosine similarity

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🛠️ How to Run the Project Locally

# Clone the repository
git clone https://github.com/Syntax-Vibe/movie-recommender.git

# Navigate to project directory
cd movie-recommender

# Install dependencies
pip install -r requirements.txt

# Run the Streamlit app
streamlit run app/app.py


🧑‍💻 Author
Syntax-Vibe (Amir)
GitHub: https://github.com/Syntax-Vibe