This is a implementation of Word2Vec using numpy. Click here for the accompanying blog post.
To see Word2Vec in action, uncomment the print functions! Also remember to change the number of epochs and set training_data to training_data[0] to avoid flooding your terminal. A Google Sheet implementation of Word2Vec is also available here. Have fun learning!
To start, run the script using:
python wordtovec.py