/Manual-Implementation-of-Stochastic-Gradient-Descent-Linear-Regression--

Implemented Stochastic Gradient Descent linear Regression on Boston House Price Data. Here we have also implemented SGD using python code. At last we are comparing the weights obtained by Sklearn's LinearRegression with Sklearn's SGDRegressor along with our own python implementation of SGDRegressor.

Primary LanguageJupyter Notebook

Stochastic-Gradient-Descent-Linear-Regression-On-Boston-House-Price-Data

Implemented Stochastic Gradient Descent linear Regression on Boston House Price Data.
Here we have also implemented SGD using python code. At last we are comparing the weights and MSE obtained by Sklearn's LinearRegression with Sklearn's SGDRegressor along with our own python implementation of SGDRegressor.