def remix(Cs, As):
"""
Mixing and dealing the complexes.
The types of Cs and As are very important....
"""
from mystic.tools import flatten_array
q = len(Cs)
c2, a2 = list(flatten_array(Cs,1)), list(flatten_array(As,1))
a,b = sort_ab_with_b(c2,a2)
C2 = sequential_deal(a, q)
A2 = [xx.tolist() for xx in sequential_deal(b, q)]
return C2, A2
def remix(Cs, As):
"""
Mixing and dealing the complexes.
The types of Cs and As are very important....
"""
from mystic.tools import flatten_array
q = len(Cs)
c2, a2 = list(flatten_array(Cs,1)), list(flatten_array(As,1))
a,b = sort_ab_with_b(c2,a2)
C2 = sequential_deal(a, q)
A2 = [xx.tolist() for xx in sequential_deal(b, q)]
return C2, A2
try:
xrange
except NameError:
xrange = range
Sk = [ [Cs[i][0]] for i in xrange(q) ]
Sak = [ [As[i][0]] for i in xrange(q) ]
for iter in xrange(5):
# this is parallel
print("iteration: %s" % str(iter+1))
for chain in xrange(q):
for i in xrange(1000):
scem(Cs[chain], As[chain], Sk[chain], Sak[chain], target, 0.1)
# need to gather and remix
Cs , As = remix(Cs, As)
from mystic.tools import flatten_array
Sk = [a[100:] for a in Sk] # throw away the first 100 pts of each chain
sk = flatten_array(Sk,1)
#print("length of sk: %s" % len(sk))
import matplotlib.pyplot as plt
plt.plot(sk[:,0],sk[:,1],'r.')
plt.show()
# end of file
try:
xrange
except NameError:
xrange = range
Sk = [ [Cs[i][0]] for i in xrange(q) ]
Sak = [ [As[i][0]] for i in xrange(q) ]
for iter in xrange(5):
# this is parallel
print("iteration: %s" % str(iter+1))
for chain in xrange(q):
for i in xrange(1000):
scem(Cs[chain], As[chain], Sk[chain], Sak[chain], target, 0.1)
# need to gather and remix
Cs , As = remix(Cs, As)
from mystic.tools import flatten_array
Sk = [a[100:] for a in Sk] # throw away the first 100 pts of each chain
sk = flatten_array(Sk,1)
#print("length of sk: %s" % len(sk))
import pylab
pylab.plot(sk[:,0],sk[:,1],'r.')
pylab.show()
# end of file
