Varying Dependency Value

[Joprou]

When I use "feature_dependence_matrix" function to get the dependency of each independent variables, the values change every time I run the code. Specifying the number of random_state only allow me to obtain constant overall dependency regardless how many times I run the code, but the individual dependency is still changing.

Is there any way I could obtain fix individual dependency values every time?

Thanks!