def predict proba ( XE , betas ) return 1 ( 1 np exp ( np dot ( XE , betas ) ) )

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def predict _ proba ( XE , betas ) : return 1 / ( 1 + np . exp ( - np . dot (

def predict

_

proba

(

,

betas

)

return

1 / (1 +

.

exp

(-

.

dot

(

,

betas

)))

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