Linear Models with Python
Project description
hea: Linear Models with Python
hea v. (Cantonese)
- to kill time; to hang around
- to do something without putting much care or effort into it.
This project started as an laid-back exercise of implementing R's lm, lme, glm and gam in Python, and later evolved into my private benchmark for coding agents (and it finally gets some momentum after trying with Opus 4.7).
Usage
from hea import lm, data
gala = data('gala', package='faraway')
m = lm('Species ~ Area + Adjacent + Elevation + Nearest + Scruz', gala)
m.summary()
See more examples.
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