https://github.com/WonDKim/Intro_AI_Final_Project

final project for introduction to AI course
https://github.com/WonDKim/Intro_AI_Final_Project

Last synced: 12 months ago
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final project for introduction to AI course

• Host: GitHub
• URL: https://github.com/WonDKim/Intro_AI_Final_Project
• Owner: functionofpwnosec
• Created: 2019-11-17T12:12:07.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2019-12-01T13:57:42.000Z (over 6 years ago)
• Last Synced: 2024-10-18T12:21:18.947Z (over 1 year ago)
• Language: Python
• Size: 46.5 MB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Project: 

## Dual-Module Memory based Convolutional Neural Network(DM-MCNN) with Recurrent Neural Filter(RNF) for sentiment analysis

### Member:

	20195427:Wondong Kim 김원동

	20195617:Jirou Feng

	20150350:Jinyong Park 박진용

	20194202:Yang Zidong

### Model: CNN + memory module + RNN Filter

- To train CNN with Linera Filters: `python main.py -linearFilter`

- To train with RNF Filter from scratch: `python main.py`

- To train with trained RNF Filter model: `python main.py -loadModel`

**Note**: Since the size of Glove word vector is too big(2.51GB), we do not include this in

the github. It may take some time to train for the first time(downloading glove word vector).