https://github.com/duyet/doc2vec-compare-doc-demo

Demo for using Doc2vec compare between two or more documents (for Vietnamsese data)
https://github.com/duyet/doc2vec-compare-doc-demo

bootstrap demo doc2vec web word2vec

Last synced: about 1 year ago
JSON representation

Demo for using Doc2vec compare between two or more documents (for Vietnamsese data)

• Host: GitHub
• URL: https://github.com/duyet/doc2vec-compare-doc-demo
• Owner: duyet
• Created: 2017-12-09T08:03:24.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2023-12-15T17:47:21.000Z (over 2 years ago)
• Last Synced: 2025-01-26T12:13:19.746Z (about 1 year ago)
• Topics: bootstrap, demo, doc2vec, web, word2vec
• Language: JavaScript
• Homepage:
• Size: 4.36 MB
• Stars: 2
• Watchers: 3
• Forks: 0
• Open Issues: 5
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# Demo for compare Doc using Doc2vec

# Install 

1. Install requirement package

```

pip install -r requirements.txt

````

2. Start server 

```

python app.py

```

3. Visit **[http://localhost:8088](http://localhost:8088)**

# Screenshot

1. Compare two document

	![](.screenshot/compare_2.png)

2. Compare document with documents in database

![](.screenshot/compare_all.png)

# Improvement

To improve the model, add more data to `data/` folder (tokenized, suggest using vnTokenizer).

Update model by browsing to **[http://localhost:8088/api/train_model](http://localhost:8088/api/train_model)**