regrex
Get up and running with regrex
Install using pip
pip install regrex
Or, if you have using pip3
pip3 install regrex
Usage
Linear regrex model
from regrex.linear_model import Linear
linearmodel = Linear()
Polynomial regrex model
from regrex.polynomial_model import Polynomial
linearmodel = Polynomial()
Data preprocessing
from regrex.preprocess import preprocess
x = preprocess([1, 2, 3])
Model statistics
from regrex.statistics import score, intercept, coef
print(score(linearmodel, x, y))
print(intercept(linearmodel)
print(coef(linearmodel))
Transform
from regrex.transform import Transform
transformer = Transform()
tansformer.initTransformer(2, false)
x_ = transformer.transform(x)
Predict
from regrex.prediction import Predict
print(Predict(linearmodel, val))
© Rushan 2020