Dynamic Import - Python - Call function

I am having some trouble with dynamically importing Classes and attempting to run functions in said classes. This is my problem, specifically.

I have a python script dyn_imports.py in a director called dynamic_imports. Inside this folder is a subdir called scripts. In this scripts directory there is an __init__.py and a python class called AbhayScript.py. In the class AbhayScript, there is a function called say_hello()

My objective is: From dyn_imports.py, I would like to be able to import scripts.AbhayScript and call the function say_hello() in AbhayScript

So far, I have attempted a variety of options including __import__, importlib.import_module and pydoc.locate. All of these options give me access to the module AbhayScript but when I try a getattrs() or try to call the object, I get an error stating that its not callable or has no attribute.

dyn_imports.py - One of my experiments

myclass = 'scripts.AbhayScript'

import importlib
mymod = importlib.import_module(myclass)
mod,newclass = myclass.rsplit('.',1)
ncls = getattr(mod,newclass) #throws an AttributeError that 'str' object has no attribute

AbhayScript.py code

class AbhayScript(object):

    def say_hello(self):
        print 'Hello Abhay Bhargav'

The directory structure is as follows

The init.py in the scripts folder is empty.

I have attempted nearly all the solutions in Stackoverflow, but I am a little flummoxed by this one. What am I doing wrong?