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herjy committed Apr 24, 2018
1 parent 5bcc40c commit ce591d5
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6 changes: 3 additions & 3 deletions Examples/Test_SLIT.py
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Expand Up @@ -2,7 +2,7 @@
import matplotlib.pyplot as plt
import numpy as np
import matplotlib.cm as cm
from scipy import signal as scp

import SLIT
import time
from scipy import signal as scp
Expand Down Expand Up @@ -75,7 +75,7 @@ def SIE(x0,y0,n1,n2,b,beta,q,xc,theta):
################################Running SLIT############################
#Parameters
kmax = 5
niter =50
niter =100
levels = [0]

#Comment the following to have the level estimation routine run (takes more time)
Expand All @@ -85,7 +85,7 @@ def SIE(x0,y0,n1,n2,b,beta,q,xc,theta):
start = time.clock()

#Running SLIT
sourcesl, Imsl = SLIT.SLIT(Image, Fkappa, kmax, niter, size, PSF, PSFconj, levels = levels)
sourcesl, Imsl = SLIT.SLIT(Image, Fkappa, kmax, niter, size, PSF, PSFconj, levels = levels, fb =1)

#Stop clock
elapsed = (time.clock()-start)
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14 changes: 13 additions & 1 deletion Examples/Test_SLIT_MCA.py
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Expand Up @@ -77,11 +77,23 @@ def SIE(x0,y0,n1,n2,b,beta,q,xc,theta):
#Final simulated image
Image = simu+np.random.randn(nt1,nt2)*sigma

lensed = slit.lens_one(Fkappa, nt1,nt2, size)
Test = slit.Lens.image_to_source(I2+gal, size, Fkappa, lensed = lensed)

plt.imshow(Image, cmap = cm.gist_stern, interpolation = 'nearest')
plt.show()
plt.imshow(Test, cmap = cm.gist_stern, interpolation = 'nearest')
plt.show()

hdus = pf.PrimaryHDU(Image)
lists = pf.HDUList([hdus])
lists.writeto('Image.fits', clobber=True)

################################Running SLIT############################
#Parameters
kmax = 5
niter =100
riter =50
riter =100
levels = [0]

#Comment the following to have the level estimation routine run (takes more time)
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8 changes: 4 additions & 4 deletions Examples/Test_sparsity.py
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Expand Up @@ -31,16 +31,16 @@
lev = slit.level(nt1,nt1)

#Starlet transforms of the lens and source in their respective planes
wG = mw.wave_transform(G, lvl = 6)/lev
wS = mw.wave_transform(S, lvl = 6)/lev
wG = mw.wave_transform(G, lvl = 6, newwave =1)/lev
wS = mw.wave_transform(S, lvl = 6, newwave =1)/lev
#Lensed source
FS = Lens.source_to_image(S, nt1, nt2,Fkappa)
#Unlensed lens
FG = Lens.image_to_source(G, size, Fkappa, lensed=lensed)
#Starlet transform of the unlensed lens
wFG = mw.wave_transform(FG, 6)/lev
wFG = mw.wave_transform(FG, 6, newwave =1)/lev
#Starlet transform of the lensed
wFS = mw.wave_transform(FS, 6)/lev
wFS = mw.wave_transform(FS, 6, newwave =1)/lev

def mk_sort(X):
Y = np.sort(np.resize(np.abs(X), X.size))
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