Giter Club home page Giter Club logo

movie-recommendation-engines's Introduction

Movie Recommendation Engines

Overview

This repository is a collection of various movie recommendation engines from online tutorials. The objective is to build predictive models that help recommend movie suggestions based on other users' ratings, as well as determine how well the recommender engines perform. The data used is from the MovieLens datasets (https://grouplens.org/datasets/movielens/)

Python Libraries Used

Numpy
Pandas

Statistical Methods and Models Used

Pearson's r
Correlation matrix

What's In This Repository?

Item-Based Collaborative Filtering.ipynb (Jupyter Notebook)
Simple Movie Recommender.ipynb (Jupyter Notebook)

Additional Resources

Item-Based Collaborative Filtering: https://www.youtube.com/watch?v=PA1XIDSHldc
Simple Movie Recommender: https://www.youtube.com/watch?v=-8BrRnFzq_Y

movie-recommendation-engines's People

Contributors

clprice32 avatar

Forkers

smilagros

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.