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@ -103,12 +103,12 @@ class TKDE(object):
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... 1.09547561, 1.01671133, 0.73211143, 0.61891719, 0.75903487,
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... 1.09547561, 1.01671133, 0.73211143, 0.61891719, 0.75903487,
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... 1.8919469 , 0.72433808, 1.92973094, 0.44749838, 1.36508452])
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... 1.8919469 , 0.72433808, 1.92973094, 0.44749838, 1.36508452])
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>>> x = np.linspace(0, max(data.ravel()) + 1, 10)
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>>> x = np.linspace(0.01, max(data.ravel()) + 1, 10)
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>>> kde = wk.TKDE(data, hs=0.5, alpha=0.5, L2=0.5)
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>>> kde = wk.TKDE(data, hs=0.5, L2=0.5)
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>>> f = kde(x)
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>>> f = kde(x)
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>>> f
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>>> f
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array([ 0.0541248 , 0.16555235, 0.33084399, 0.45293325, 0.48345808,
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array([ 1.03982714, 0.45839018, 0.39514782, 0.32860602, 0.26433318,
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0.48345808, 0.45293325, 0.33084399, 0.16555235, 0.0541248 ])
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0.20717946, 0.15907684, 0.1201074 , 0.08941027, 0.06574882])
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import pylab as plb
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import pylab as plb
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h1 = plb.plot(x, f) # 1D probability density plot
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h1 = plb.plot(x, f) # 1D probability density plot
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