News for hackers. Stuff that matters.

A comment on Ask HN: What is your ML stack like?. Parent comment

Re:Ask HN: What is your ML stack like? by imagiko on Tuesday November 12, 2019 @04:12PM (#21518227)
Looks very interesting. Will definitely explore in this direction.

> Please NEVER hardcode regression model coefficients within Java.

Amen to that.

[ Parent | on HN ]
Re:Ask HN: What is your ML stack like? by oli5679 on Tuesday November 12, 2019 @04:40PM (#21518461)
If you aren't wedded to R then pickling sklearn Pipeline and loading in Flask app can be nice. Advantage of this is that data pre-processing can also be included in a sklearn Pipeline.

https://scikit-learn.org/stable/modules/generated/sklearn.pi...

The bit I'm not sure about how to do well is model monitoring.

[ Parent | on HN ]