Trevor Stephens

Living, Learning & Loving Analysis:
@xero Product Data Analyst,
@USFCA MS Analytics Alumni.

[Trevor Stephens @trevs]

gplearn 🧬 version 0.4.2 is released! Principally a maintenance release, but pleased to add class_weights to the SymbolicClassifier! Get it now! https://t.co/PO1ewKnLmE

side note: Little bit reinvigorated from getting this release out, think I might work on new features soon 🤯

[Trevor Stephens @trevs]

@nordacious @AlboMP Brilliant, thx

[Trevor Stephens @trevs]

@owenrlamont Looks great, and thanks for your work. Happy to have you continue maintaining should you want to, but let's sync up on the release flow and probs good idea to promote from the official docs. Will send you a DM :-)

[Trevor Stephens @trevs]

@owenrlamont There's a conda version?? 🤩

[Trevor Stephens @trevs]

@smbsltpodcast Hey there! Glad you liked my viz on Catch 22! Was fun to build! :-D

[Trevor Stephens @trevs]

gplearn just hit 1000 stars! 🤩🤩🤩 https://t.co/Fv2WePwpqd thanks everyone! 😀

[Trevor Stephens @trevs]

@simoncarryer Very cool mate! Looking forward to it, unfashionable or not 👍

[Trevor Stephens @trevs]

Other notable additions: custom feature names in visualisations, new metrics, exportable run details, lower-memory options and... drum roll... dropping Python 2 support! Full release notes here: https://t.co/VE1iphUuhF

[Trevor Stephens @trevs]

gplearn version 0.4.0 is released! Introducing the SymbolicClassifier, a scikit-learn compatible estimator that uses genetic programming to perform binary classification! Get it now! https://t.co/PO1ewK5C8w https://t.co/Fv2WePwpqd

[Trevor Stephens @trevs]

@MrsMJParker Go for it! Glad you liked it :-)

[Trevor Stephens @trevs]

Crunching sports data shows where humans are and aren’t objective about assessing greatness - via @techreview https://t.co/EsIvPASDCe

[Trevor Stephens @trevs]

gplearn version 0.3.0 is released! Better selection logic in the SymbolicTransformer, bug fixes for custom fitness measures, dependency updates for scikit-learn compatibility and all round stability improvements, oh my! Release notes here: https://t.co/WVORB7Amnm

[Trevor Stephens @trevs]

@rasbt @seanmylaw You would think/hope so!

[Trevor Stephens @trevs]

@seanmylaw Always good to see what others are up to. Plenty of room in this space for more quality implementations!

[Trevor Stephens @trevs]

@seanmylaw Will check it out @seanmylaw cheers!... On the face of it, pursuing different goals. gplearn aims to give a nice familiar interface to GP

[Trevor Stephens @trevs]

Release highlights: user-defined function nodes & fitness measures, warm starts, and massive reduction in memory usage, oh my!

[Trevor Stephens @trevs]

Yeah! gplearn 0.2 release! https://t.co/lUely04gWK
Genetic Programming in Python, with a @scikit_learn inspired API: https://t.co/Fv2WePwpqd

[Trevor Stephens @trevs]

@grayWolfDC Merged into master! v0.2.0 release soonish hopefully. Try it out and let me know how it works for you: https://t.co/L0xcd5xvzr