Defining logistic regression equation in python

Question

Given the below logistic regression equation how do I define a function in python to implement the below equation. I have some dimension initialization and random data.

# fix a random seed
np.random.seed(seed)
# initialize dimensions 
# Random data creation
m_lgt = 50
n_lgt = 10
A_lgt = 0.5*np.random.randn(m_lgt, n_lgt)
x_lgt = np.random.randn(n_lgt)
b_lgt = sampleLGT(x_lgt, A_lgt)
lam_lgt = 0.2

question from:https://stackoverflow.com/questions/65916440/defining-logistic-regression-equation-in-python

Answer 1

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