Example of gradient descent optimization in python using an automatically generated set of points in two variables.
Methods implemented include:
- Batch Gradient Descent
- Stochastic Gradient Descent
- Mini-batch Gradient Descent
Some of the method sin this script follow the following post:
https://spin.atomicobject.com/2014/06/24/gradient-descent-linear-regression/