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kaz-Anova / StackNet

StackNet is a computational, scalable and analytical Meta modelling framework
MIT License
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online learing support？ #1

Open gucasbrg opened 7 years ago

gucasbrg commented 7 years ago

this work very smart, support many algorithm and data formate， in the actual work ，training data may be millions data and millions samples， can this supoort algorithm for online learning?

kaz-Anova commented 7 years ago

Thank you.

I had thought about online learning algos, but this would require many of the algorithms to be re-written . The short answer is I don't plan to do this, but if there is demand for it I could consider it.

kaz-Anova commented 7 years ago

Just a note to say that vowpal wabbit (that supports online learning) has now been added. Although the training happens online, StackNet will still require to put data into memory. In any case, it should use less memory than other methods.