>> I also think we need a good batch MLR implementation.
>>
>> SGD is great but not for everything especially for small n_samples
>> which is the common
>> case in my field.
>>
>>
> What do you think would be a good way to do the optimization there?

a variant of coordinate descent like glmnet or liblinear

Alex

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