Gradient Descent/Stochastic Gradient Descent Links
Website we looked at for Gradient Descent.
Website we looked at for Stochastic Gradient Descent
Data and script files:
(Matlab) Script file HousingPrices.m. Basic Gradient Descent example.
(Matlab) Script file HousingPricesAdaptiveStep.m. Gradient Descent with Adaptive Step.
(Matlab) Script file HousingPricesSGD.m. Stochastic Gradient Descent example.
Homework Data and Description:
(Matlab m-file) Housing data for Walla Walla (HousingWW.m)
. This is a script file, so to load the data just type (in command line or script file): HousingWW