[scikit-learn] My first Program using sklearn

Thouraya TH thouraya87 at gmail.com
Sun Aug 5 12:00:51 EDT 2018

Please i'd like to use prediction techniques in tenserflow.
I have this file:

x | y

1| 1
2| 4

--> prediction techniques must give me this model y=x*x

using this model i can predict the value y of x=3
This is a sample example. In my experiment i use a file with 1000 lines.
Please, how can transform these lines on codes ?


 from sklearn.preprocessing import PolynomialFeatures

from sklearn import linear_model

X = [[1, 2, 4], [1, 4, 16]]

poly = PolynomialFeatures(degree=2)

X_ = poly.fit_transform(X)

Thank you so much for help.
Kind regards.
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