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Add example for GridSearchCV parameter tuning #57

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stefansimik opened this issue Oct 21, 2021 · 5 comments
Closed

Add example for GridSearchCV parameter tuning #57

stefansimik opened this issue Oct 21, 2021 · 5 comments

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@stefansimik
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Hi, please add to documentation
simple example for common scenario in ML models,
how to use pdpipe with GridSearchCV.

It is not clear, how to do it / of if expected scenario at all.

This basic simple will help people to use pdpipe for all
ML models and parameter-tuning techniques.

Best
Stefan

@shaypal5
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shaypal5 commented Nov 8, 2021

Good question. I'm working on it for the last couple of days.

I am not yet sure how easy it is to implement, as I think sklearn casts input dataframes to numpy.ndarray objects, but we'll see.

You can take a look at this branch if you want to:
https://github.com/pdpipe/pdpipe/tree/custpipebase

@shaypal5
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shaypal5 commented Nov 8, 2021

I made it work! :)

@shaypal5
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shaypal5 commented Nov 8, 2021

Released in v0.0.66.

I've also written a tutorial notebook just for you (and also for future users, but mainly for you❤️):
https://github.com/pdpipe/pdpipe/blob/master/notebooks/pipeline_and_model.ipynb

Let me know about any problems you have, and feel free to open new issues for bugs, missing parts and other features you'd like to have! :)

@shaypal5 shaypal5 closed this as completed Nov 8, 2021
@stefansimik
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Excellent, thank you very much ❤️
I will test in my current project 👍

@shaypal5
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shaypal5 commented Nov 9, 2021

Great! Let me know how it goes.

@pdpipe pdpipe locked and limited conversation to collaborators Jan 15, 2022
@shaypal5 shaypal5 converted this issue into discussion #81 Jan 15, 2022

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