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Published 20 hours ago • verified publisher icon DanilZherebtsov

Reference or citation to be added for paper

Open hellorp1990 opened this issue 2 years ago • 6 comments

Hi Authors/developers,

I used this wonderful package for my research. Do you have any citations/references for the package that I can add to my paper?

Thank you again.

hellorp1990 avatar Oct 20 '22 13:10 hellorp1990

Hi Hellorp1990, there had been a few articles on medium about some of verstacks modules, here are the links: https://danilzherebtsov.medium.com/parallelise-like-a-boss-with-a-single-line-of-code-in-python-30af0d640511 https://danilzherebtsov.medium.com/automatic-feature-selection-in-python-f72ec69215fe https://danilzherebtsov.medium.com/meet-stacker-automated-ensemble-creation-library-abcad0648a5d https://danilzherebtsov.medium.com/ultimate-python-dateparser-with-holidays-paydays-and-all-the-good-stuff-fffe270a236 https://danilzherebtsov.medium.com/effortlessly-tune-lgbm-with-optuna-49de040d0784 https://danilzherebtsov.medium.com/advanced-categoric-encoding-like-a-pro-onehot-meantarget-woe-frequency-factorization-99dc69477bf3 https://medium.com/swlh/impute-missing-values-the-right-way-c63735fccccd https://danilzherebtsov.medium.com/continuous-data-stratification-c121fc91964b

DanilZherebtsov avatar Oct 20 '22 14:10 DanilZherebtsov

Is this what you are looking for?

And which of the modules have you been using in your research?

DanilZherebtsov avatar Oct 20 '22 14:10 DanilZherebtsov

@DanilZherebtsov Thank you for the links. I was looking for any published papers. But medium links should be okay. I utilized NanImputer for the current project.

hellorp1990 avatar Oct 20 '22 14:10 hellorp1990

@hellorp1990 BTW next generation NaNImputer is getting ready for release. It will be much faster than the current version.

If possible, please share a link to you paper when published!

DanilZherebtsov avatar Oct 20 '22 14:10 DanilZherebtsov

@DanilZherebtsov Thanks for letting me know. Hopefully, the new version will be helpful for my other projects where there are several missing data and make it faster. I am submitting my current study now. I will share the link once accepted/published.

hellorp1990 avatar Oct 20 '22 14:10 hellorp1990

@hellorp1990, the new and upgraded version of NaNImputer had been released. It works much faster, has a simpler architecture and is more reliable. You can upgrade to the new version of verstack by $ pip install --upgrade verstack.

The previous version has been kept since it has more configurability under the name NaNImputerLegacy. It is all reflected in the documentation.

Did you get your paper published?

DanilZherebtsov avatar Dec 09 '22 21:12 DanilZherebtsov