human
I am working on the file "Presentation.ipynb".
The first task is:
OIII in depth
Can you write Python program for it?
assistant
#Here is the Python program you requested.

pm.traceplot(base_trace, varnames = ['OIII_Normal','OIII_Uniform'])

def plot_jointkde(x_pdf,y_pdf):
    def StarForming(x): return (1.3 + 0.61 / (x - 0.04))
    g = sns.jointplot(np.log10(x_pdf),np.log10(y_pdf),kind = 'kde',size=10)
    xSpan = np.linspace(-0.6, -0.1, num=200)
    g.ax_joint.plot(xSpan, StarForming(xSpan), 'k--',-0.31,-0.37, 'bo')
    g.set_axis_labels('Log(N_II/H_Aplha)','Log(O[III]/H_Beta)')