This repo contains a demo implementing gradient descent from scratch, including the formulas to calculate the algorithm steps with pen and paper in parallel. Gradient descent is applied to a linear regression toy example. The optimal solution using normal equation is given for comparison with the iterative solution found by gradient descent.
See Pipfile for an overview of required python packages.
Antje Muntzinger, [email protected]