I wanted to overplot a simple 45 deg line on my data. As far as I know, Matplotlib doesn't accept equations, only sets of points, so here's a clumsy solution to it, based on this:
import pylab as pl
import numpy as np
x1,x2,n,m,b = min(data),max(data).,1000,1.,0.
# 1000 -- a rough guess of the sufficient length of this line.
#you can actually calculate it using the Pythagorean theorem.
#1, here -- the slope, 0 -- the offset.
x = np.r_[x1:x2:n*1j] #http://docs.scipy.org/doc/numpy/reference/generated/numpy.r_.html
pl.plot(x,m*x + b); pl.grid(); pl.show()
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