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629 B
629 B
snippets
Misc code snippets I sometimes need and always have to look up how it works...
linear_regression.py
Calculate the linear regression on two columns of a data frame. The resulting
object has the function predict() to calculate x or y values for a given
counterpart.
from linear_regression import linear_regression
df = pd.DataFrame({"temperature":[...], "signal":[...]})
regression = linear_regression(df, x="temperature", y="signal")
repr(regression) == "Regression(intercept=1, coefficient=3, score=0.9998)"
regression.predict(x=3) == 10
regression.predict(y=7) == 2