Implementation of gradient descent, stochastic gradient descent and mini-batch gradient descent for ridge regression in the toolkit Scikit-Learn (https://scikit-learn.org/stable/).
Used the California Housing Dataset subset available in this link to demonstrate mine algorithms. Used appropriate visualization techniques to demonstrate how well my implementations perform on this dataset (more specifically that they are not underfitting or overfitting).
‼️ If notebook doesn't open in GitHub follow the link jupyter nbviewer ✔️
© Konstantinos Nikoletos