Samuel Wilson

Hmmm #43 was also a xgboost reproducibility problem. The easiest way to tell if this is an issue with this package or xgboost is to look at the first iteration...

Hmm it looks like the package recommended different parameters for the same scores. Can you do me a favor and send me an RDS of both of these results dataframes....

That's a good point. I also notice the R version of the two systems above is different. Do you have access to these two systems, and can you force an...

Imputing single records is definitely an area that is lacking in testing. Thanks for bringing this to my attention. You mentioned several issues, can you open issues on github for...

I am actually testing this now, and the imputation works fine on this single row of a toy dataset: ``` from sklearn.datasets import load_boston import pandas as pd import numpy...

Hmmm I'm at work so I can't give you my `pip freeze` right now. However, that's a lightgbm error that is thrown. Can you tell me the lightgbm version you...

If this is a part of a pipeline, can you make a pipeline that involves all the steps up to imputation, and look at the resulting data that gets sent...

Here is my pip freeze ``` alabaster==0.7.12 atomicwrites==1.4.0 attrs==21.2.0 Babel==2.9.1 beautifulsoup4==4.10.0 black==22.6.0 bleach==4.1.0 blosc==1.10.6 certifi==2021.5.30 charset-normalizer==2.0.4 click==8.1.3 cloudpickle==2.0.0 colorama==0.4.4 cycler==0.10.0 dill==0.3.4 docutils==0.17.1 et-xmlfile==1.1.0 faiss-cpu==1.7.1.post2 html5lib==1.1 idna==3.2 imagesize==1.2.0 importlib-metadata==4.8.1 iniconfig==1.1.1 Jinja2==3.0.2...

Did this solve your issue? If not can you send me your requirements file?

Thank you for this issue, it is important to talk about. I have given this quite a bit of thought, although I haven't written anything on it. Short answer: yes,...