https://github.com/alex-lew/robot-mind-meld

A little game powered by word vectors
https://github.com/alex-lew/robot-mind-meld

python3 sanic vuejs2 word-embeddings word-game word-vectors

Last synced: about 1 month ago
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A little game powered by word vectors

• Host: GitHub
• URL: https://github.com/alex-lew/robot-mind-meld
• Owner: alex-lew
• License: mit
• Created: 2017-12-27T16:47:02.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2018-06-06T15:31:07.000Z (over 7 years ago)
• Last Synced: 2025-07-18T04:34:05.950Z (3 months ago)
• Topics: python3, sanic, vuejs2, word-embeddings, word-game, word-vectors
• Language: JavaScript
• Size: 387 KB
• Stars: 32
• Watchers: 4
• Forks: 3
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Robot Mind Meld

A little game powered by word vectors, live at http://robotmindmeld.com

To run locally, you'll need to download the Conceptnet Numberbatch word vectors. This is done automatically by the `words/create_data_file.py` script, which also saves a processed version (normalized & containing only American English words) to `embeddings.h5`. It's safe to delete `mini.h5`, the full set of word vectors, once the script has finished running!

Python dependencies are:

- numpy

- nltk (used for stemming)

- wordfreq (used for tokenization)

- h5py (saving & reading embeddings from file)

- sanic (web server)

In short:

```

(cd frontend && npm install && npm run build)

pip3 install -r requirements.txt

(cd words && python3 create_data_file.py)

python3 server.py

```

Then browse to http://0.0.0.0:8000 :-)