Compute gradient as a numeric vector

Convenience function to compute the gradient of a loss function at the current parameter values.

Usage

gradient(loss_fn, params)

Arguments

loss_fn

A function taking a list of value parameters

params

A list of value objects

Value

A numeric vector of gradients (one per parameter)