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A simple attempt at making a function like Mathematica's manipulate in Python to allow easy instantiation of GUI widgets for tweaking parameters and updating plots.

Tested with Python 2.7.2, Matplotlib 1.0.1

Demo

Say we define a function like sinc:

def sinc(x,A,f,z):
    return A*np.sin(2*np.pi*f*x)/(x**z)

We can then plot the function using the mplot function in manipulate:

from manipulate import mplot
mplot(sinc,np.arange(0.01,1,0.01),A=(1,2),f=(1,5),z=(0,1))
plt.xlabel('x')
plt.title(u'A sin(2πf x)/x^z')

python manipulate

We can use the GUI sliders to see how parameter adjustments affect the function:

python manipulate