#print "Drawing all verified semi-conjugate subshifts..."
#re1.draw()
print ""
## EXPECTED OUTPUT for Leslie map files
# >>> Testing with Numpy matices...
# >>> Maximum entropy found: 0.150632111601
##############################
# test matlab functionality
##############################
# load from matrix and dict
print "Testing ability to start off with Matlab matrices..."
hom_matrix = utils.load_matlab_matrix( fname_mat, matname )
region2gen = utils.convert_matlab_gens( reg_mat )
re2 = RigorousEntropy( index_map=hom_matrix,
reg2gen=region2gen )
re2.prepare_regions()
# drawing the map on regions
print "Drawing the maps on strongly connected components (disjoint regions in the MVM)...\n"
fig = re2.map_on_regions.draw()
re2.compute_entropy()
re2.get_max_entropy()
# TEXT and NPY
fname_npy = 'test2_index.npy' #'leslie_index.npy'
reg_fname = 'test2_gens.pkl' #'leslie_gens.pkl'
# MAT -- Using Bill's data
fname_mat = 'test_henon_map.dat' #'henon_hom.mat' # './bill_kalies_data/index2.mat'
reg_mat = 'test_henon_gens.dat' #'henon_gens.mat' #'./bill_kalies_data/generators2.mat'
matname = 'hom_matrix'
##################################
# Compute entropy for input data
##################################
# load from file
print "Testing with Numpy matices..."
re1 = RigorousEntropy( debug=True )
re1.load_from_file( fname_npy, reg_fname )
re1.prepare_regions()
re1.map_on_regions.draw()
re1.compute_entropy( max_path_length=max_path, num_edge_sets=10 )
re1.get_max_entropy()
for p in re1.phase_space:
imp = p[0]
imp.verified_symbolic_system.draw()
#print "Drawing all verified semi-conjugate subshifts..."
print ""