numpy

__

Do not overlearn your data too much, learn to generalize - Part 8

June 2, 2019

This post analyses the effects of regularization on a non-linear binary classification problem.

__

Do not overlearn your data too much, learn to generalize - Part 7

May 26, 2019

This post analyses the effects of regularization on a non-linear binary classification problem.

__

Do not overlearn your data too much, learn to generalize - Part 6

May 19, 2019

This post analyses the effects of regularization on a linear binary classification problem.

__

Do not overlearn your data too much, learn to generalize - Part 5

May 12, 2019

This post analyses the effects of regularization on a linear binary classification problem.

__

Do not overlearn your data too much, learn to generalize - Part 4

May 5, 2019

This post implements the Ridge regression in Python from scratch. It is applied to a low-degree and high-degree model, compared to a non-regularized model and it is optimized on the validation set.