gradient_descent
Optimize functions using gradient descent to find minima by iteratively adjusting parameters based on gradient calculations.
Instructions
Perform gradient descent optimization to find minimum of a function (Domain: numerical, Category: optimization)
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| f | Yes | ||
| grad_f | Yes | ||
| x0 | Yes | ||
| learning_rate | No | ||
| max_iterations | No | ||
| tolerance | No |