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trevorstephens / gplearn

Genetic Programming in Python, with a scikit-learn inspired API
http://gplearn.readthedocs.io/
BSD 3-Clause "New" or "Revised" License
1.61k stars 282 forks source link

Citation? #65

Closed rhiever closed 4 years ago

rhiever commented 6 years ago

We're using gplearn in a research paper. Do you have a preferred citation for gplearn?

trevorstephens commented 6 years ago

No preferred citation @rhiever ... Happy to hear that you are using it in your research 👍 If you have a link to the paper I would be interested to read it at some point though. Cheers 🍻

rhiever commented 6 years ago

OK, we'll just link to the docs in the paper. I'll set a reminder to drop a link to the preprint when it's out. We used gplearn as a baseline representation of symbolic regression to compare our methods to. gplearn didn't do very well compared to XGBoost and our methods, although it did beat Lasso regression on most of the benchmark datasets when given enough population size & generations (1000x1000).

trevorstephens commented 6 years ago

Any update on this @rhiever ? Be interested to read how people are using the package in the wild :-)

rhiever commented 6 years ago

Paper isn't finished (fell off the table due to other priorities), but still in progress.

iandinwoodie commented 1 year ago

@trevorstephens did you ever end up creating a citation? Your package was used in my thesis work and I like to attribute open source packages whenever I can.

trevorstephens commented 1 year ago

@iandinwoodie feel free to point to the docs or the repo :smiley: