https://github.com/wiwichips/momu

MOvie, Machine learning, U do it
https://github.com/wiwichips/momu

hackathon jupyter-notebook machine-learning

Last synced: 2 days ago
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MOvie, Machine learning, U do it

• Host: GitHub
• URL: https://github.com/wiwichips/momu
• Owner: wiwichips
• Created: 2020-08-08T19:02:02.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2020-08-09T20:50:04.000Z (about 4 years ago)
• Last Synced: 2024-10-17T18:43:06.529Z (20 days ago)
• Topics: hackathon, jupyter-notebook, machine-learning
• Language: Jupyter Notebook
• Homepage: https://willpringle.github.io/projects/MOMU/
• Size: 4.73 MB
• Stars: 3
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# MOMU - https://willpringle.github.io/projects/MOMU/

- MOMU, pronounced "moo moo", stands for: **MO**vie, **M**achine learning, **U** do it. 

-  It uses a neural network trained with IMDB movie data to acurately predict a film's rating

# Use of Technology

- [x] Neural Network with TensorFlow.js and ml5.js

- [x] Jupyter Notebook and Python for data preprocessing

  - [x] Pandas

  - [x] NumPy

- [x] WebGL with ml5.js

- [x] JavaScript, HTML, and CSS

# Innovation and Uniqueness

- [x] Fun to use

- [ ] Can be used by marketing agencies to predict an unreleased film's rating

# Functionality

- [x] Use a Neural Network model to predict a rating for a movie given parameters

  - [x] Release date

  - [x] Movie genre(s)

  - [x] Runtime in minutes

  - [x] Popularity

  - [ ] Actor(s)

  - [ ] Director(s)