Indonesian Word Embedding
A web application that demonstrates Indonesian word embedding, inspired by Word embedding demo.
See the demo: http://indonesian-word-embedding.herokuapp.com (might take a few seconds if the app is "asleep"--it needs to be booted and loading the vectors might take a few secs)
Right now it serves pre-trained word vectors from here. The word vectors are trained on the Word2vec model from Wikipedia texts using the CBOW training algorithm.
💡 future improvements
- Refactoring. This is my first time using Vue so I'm sure there are a lot of things to be refactored that I haven't known yet!
- Serves multiple models. Not only Word2vec using CBOW but also Word2vec using skip-gram or even FastText.
- Add more in-depth explanations, possibly for each section.
- As more explanations are added, consider using Vuex.
- Indonesian translation.
If you're interested to work in improving the points above or if you have any idea, feel free to make a pull request!
# install front-end cd frontend npm install # serve with hot reload at localhost:8080 npm run dev # build for production/Flask with minification npm run build # install back-end cd ../backend virtualenv -p python3 venv source venv/bin/activate pip install -r requirements.txt cd .. # serve back-end at localhost:5000 FLASK_APP=run.py flask run