Re: [scikit-learn] Incremental learning in scikit-learn

2020-11-15 Thread Danny Sullivan
Hi Farzana, The chunks do not have to be the same size, you just need to call partial_fit to update the model. Hope that helps. Danny El El dom, nov. 15, 2020 a la(s) 11:39 a. m., Farzana Anowar < fad...@uregina.ca> escribió: > Hello everyone, > > Currently, I am working with incremental learni

Re: [scikit-learn] Incremental learning in scikit-learn

2019-09-09 Thread Farzana Anowar
On 2019-09-09 17:53, Daniel Sullivan wrote: Hey Farzana, The algorithm only keeps one batch in memory at a time. Between processing over each batch, SGD keeps a set of weights that it alters with each iteration of a data point or instance within a batch. This set of weights functions as the pers

Re: [scikit-learn] Incremental learning in scikit-learn

2019-09-09 Thread Daniel Sullivan
Hey Farzana, The algorithm only keeps one batch in memory at a time. Between processing over each batch, SGD keeps a set of weights that it alters with each iteration of a data point or instance within a batch. This set of weights functions as the persisted state between calls of partial_fit. That