Ask HN: What does your production machine learning pipeline look like?

Re:Ask HN: What does your production machine learning pipeli... by sandGorgon on Friday March 10, 2017 @12:52AM (#13836688)

so you build a notebook and play around with it... and then run this notebook in an automated way ? so u can open the notebook anytime and work with it ?

I really love this quick iterative way of working (atleast in the early days). Could you talk about your production setup of training ? I'm just concerned about performance, etc - is it OK to train manually each time (by opening the notebook, etc)

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Re:Ask HN: What does your production machine learning pipeli... by gallamine on Friday March 10, 2017 @05:25PM (#13842710)

So far our models remain fairly stable in the ~weeks timeframe. If we needed to train daily or similar I would invest time in something other than a notebook. But, right now, it's easier to have the training steps documented in the notebook that does the actual training than to build a separate system and document it.

Not claiming it's a good way of doing this, but just how it is right now.

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