Simple Gradient Descent

Single Variable

Equation:
y = x^3 + 5x^2 + x

X Axis labels are rounded for brevity

Equation:

Use x as your variable

Step: 500

Final Output

Initial Alpha

The alpha will slowly decrease over time in order to increase accuracy

Final Input:

Final Output:

The Basic Idea