https://github.com/sinanuozdemir/dsgo-nlp-workshop
https://github.com/sinanuozdemir/dsgo-nlp-workshop
Last synced: 6 months ago
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- Host: GitHub
- URL: https://github.com/sinanuozdemir/dsgo-nlp-workshop
- Owner: sinanuozdemir
- Created: 2018-10-12T13:50:17.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2022-12-08T02:57:29.000Z (almost 3 years ago)
- Last Synced: 2023-03-01T09:10:49.251Z (over 2 years ago)
- Language: Jupyter Notebook
- Size: 2.91 MB
- Stars: 6
- Watchers: 2
- Forks: 7
- Open Issues: 11
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Metadata Files:
- Readme: README.md
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README
# DSGO-NLP-Workshop
1. Use Workshop.ipynb to see how to make an ML model capable of clustering and prediction
2. See `server.py` to see a simple implementation of a Flask server running our model as a REST API
3. Use [ngrok](https://ngrok.com) to create a web tunnel, making our local server accessible via HTTPS
4. See `manifest.json`, `content.js`, `icons` to see the makeup of our Chrome Extension
##Creating the model
1. See the [notebook](Workshop.ipynb)
## Setting up Flask
1. Create a virtualenv by running `virtualenv env`
2. Activate the virtualenv, `source env/bin/activate`
3. Run `pip install requirements` to get the correct modules
4. run `server.py`
5. Download [ngrok](https://ngrok.com) and run `ngrok http 5000`
6. Copy and paste the https secured URL and replace it in `content.js`
##Setting up the Chrome Extension
1. go to `chrome://extensions`
2. Enable `Developer Mode`
3. Click on `Load Unpacked`
4. Navigate and highlight this repo
5. Hit OK
6. You should see two dots appear in the top right corner