Exercise - 4 grad() of the function

Course Q&A Math for Machine Learning Calculus for Machine Learning and Data Science
1

Hello ,
when I’m passing the value of the L_of_omega is giving the following error
solution removed
TypeError: Expected a callable value, got 110.72000122070312
and
when I’m passing the function L_of_omega it is throwing this error
solution removed
TypeError: Value ‘<function L_of_omega at 0x7f9680655f70>’ with dtype object is not a valid JAX array type. Only arrays of numeric types are supported by JAX.
someone please help

2

Hi!

Please avoid posting your solution in the forums, because it goes against our community guidelines! Instead we try to debug your error with you and in a last case we can share information privately.

As I can see here, you should pass the function L_of_omega as an argument for grad, then apply it to the value omega_array[i].

Thanks,
Lucas

3

Still the same problem sir
while passing the function as argument it is showing
“with dtype object is not a valid JAX array type. Only arrays of numeric types are supported by JAX.”
while trying to pass the numeric value it is showing
“TypeError: Expected a callable value, got 110.72000122070312”
please help me to find the solution
Thanks

4

Thanks sir
it helped
https://jax.readthedocs.io/en/latest/_autosummary/jax.grad.html