Force positive coefficients for Logistic Regression and LinearSVC

Question

Do you know what is the best way to force positive coefficients with Logistic Regression and Linear SVC using scikit learn?

for instance

svm = LinearSVC(loss='hinge'  )
coefficients = svm.coef_

Is there a way to force them to be positive numbers?

Answer 1

You can do that using the clogistic package. https://pypi.org/project/clogistic/