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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
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](https://private-user-images.githubusercontent.com/56395363/266295389-43a89501-3617-428d-a730-be6d50a49e81.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.GBDwN6MIx3lIHpqumNeYfZak1i2QxYVu346WMQJuPyc)
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?
could not create a primitive descriptor for an LSTM forward propagation primitive
I'm getting this issue while running mercari_price_prediction_pytorch.ipynb file
Anyone know how to solve this ?
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