is there a way I can store the factorization machine model?
<p>I am using <a href="https://github.com/coreylynch/pyFM" rel="nofollow">https://github.com/coreylynch/pyFM</a> module, to predict move ratings. However, is there a way I can store (I am using django) the factorization machine after it is trained? Because right now (following the example), I would have to retrain the model everytime I restart the server.</p>

<p>Take a look at <a href="https://docs.python.org/2/library/pickle.html" rel="nofollow">pickle</a>. After you train your model, you can save a representation of the python object to a file, and reopen it when you need it.</p>

python django machine-learning artificial-intelligence collaborative-filtering