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RubixML / ML

A high-level machine learning and deep learning library for the PHP language.
https://rubixml.com
MIT License
2.05k stars 184 forks source link

Does Rubix ML support Online learning? #216

Open flavio-schoute opened 2 years ago

flavio-schoute commented 2 years ago

Hi,

I have question, is it possible to make the model dynamic. So basicly trained online. That is, data is continually entering the system and we're incorporating that data into the model through continuous updates. Is this possible with RubixML?

andrewdalpino commented 2 years ago

Yes @Snicser, Online Learners are quite common in Rubix ML. I suggest reading the docs for the details.

https://docs.rubixml.com/1.0/training.html#batch-vs-online-learning

https://docs.rubixml.com/1.0/online.html

A list of the Online Learners can be found here:

https://docs.rubixml.com/1.0/choosing-an-estimator.html