I do a lot of interactive work in iPython. Currently, I'm working with Jupyter QtConsole. Suppose I start with this:
from myFuncs import func1
Then I go out to myFuncs.py and add a new function, func2. If I try this:
from myFuncs import func2
It doesn't see it. Presumably myFuncs is somehow cached. I have read about reload, but it seems to only work with entire modules, not cherry picked functions. autoreload also seems ineffective here.  Is there a way around, short of restarting the kernel?  
Incidentally, ipython within Spyder is fine with files changing while interacting. It is also unusably slow, so maybe related?
 
    