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medium_posts's Issues

Target variable in features in UQ notebook

Hello, @slavakx !

Thank you for you tutorial on UQ for regression!

I found that in your code there is data leak

data = california_housing.frame 

изображение

You have MedHouseVal in your frame, as far as I understand, this column is target. That why you have such great RMSE metrics.

I think, you can fix it by using

data = california_housing.data 

To avoid MedHouseVal columns in dataset fearures

📈

product similarity

Hi,

Thanks a lot for the article and the code on github for the product similarity. I am trying to rerun the mercari experiments. I managed to preprocess the data but for some reason when running the mercari_price_prediction notebook, I cannot install all the packages in the requirements.txt file. I get the below error when I pip install it. Could you please advise on which version of python you used in your experiments. Thanks a lot

image

Any plans to update the code base to use the new pymc

Hello Sir,

It is awesome to go through your articles in Medium and build our understanding of the Bayesian framework,
It's unfortunate that the majority of the code doesn't work with the new pymc library.

Can we work to update the code base to use the new one?

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