#!/usr/bin/env python
import cluster_aff
import numpy
import matplotlib.pyplot as plt
import pdb
medians = cluster_aff.generate_median_sr_affs("training_dataset")
a = numpy.array(medians.values())
pdb.set_trace()
plt.hist(a)
plt.xlabel("Affinity")
plt.ylabel("Count")
plt.show()
