Question

I am looking for a tool framework that lets me implement linear and logistic regression. I would also like to add regularization and tune the parameters using gradient descent.

Is there any framework or tool that lets me do these?

I would like to basically practice these two machine learning models.

Answer 1

If your goal is to learn, you should try implementing them yourself in your favourite language! They’re not very difficult to implement, and you’ll learn heaps by doing it :), they’re obviously not going to be as fast as a good C or Python implementation, so don’t use them for any production code.