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you're right it does work locally. yhat is built for embedding these types of analyses in a production application
by glamp 13y ago
you're right it does work locally.
yhat is built for embedding these types of analyses in a production application
- primaryobjects 13y agoCouldn't you also serialize the resulting model to JSON (including weights/values), stick that JSON hard-coded into your source, and deserialize at runtime to execute the model? This is how I typically deploy neural networks and other machine learning models. For example, http://colorbot.herokuapp.com http://colorbot.herokuapp.com stores the optimal model for the neural network in JSON, right in the code.