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Predict ChemicalConcentrations.csv given Observations.csv. This is a signal unmixing problem because the observations are a weighted sum of the chemical concentrations and pure spectra.

ChemicalConcentrations.csv ADDED
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+ 0.4430654108438572,0.004755984289301053,0.00014510164230918768,1.7585974958520265e-6,1.269314663652328e-7,3.1667636635676193e-10,7.319601638529824e-12,4.2531540694626194e-13
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+ 0.22511659070467394,0.0021550820822878874,0.0002119373290386018,1.6419098720047516e-6,1.1298501252622617e-8,2.136393237715424e-9,2.5026951598039596e-11,7.528648834348943e-13
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+ 0.07080070819065498,0.014834090172335345,0.00001976363343456311,1.0044217928012749e-6,5.89468805414734e-8,1.8456648751985857e-9,3.696539982321011e-11,7.559524814063273e-13
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+ 0.9996666537207912,0.01736010688261266,0.00009795830909923328,7.121777741624271e-6,1.196100203427675e-7,1.1307677800206777e-9,2.70682130668589e-11,7.535929613588491e-13
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+ 0.1303976897071899,0.0025570679962718668,0.00021052365512873637,2.7828803990216254e-6,1.887050334568011e-8,1.8617351233200941e-9,1.3304068926615365e-11,9.418950700810518e-13
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+ 0.6061597555552531,0.005647966776269591,0.00018615359603000534,6.245654294195758e-7,4.159205117395184e-8,2.0628701243753934e-9,1.652286137941405e-11,8.638791452757101e-13
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+ 0.5920615448407907,0.003031568883394259,0.000054353738570573175,3.186416299408024e-6,3.5643551262510714e-8,2.6106873244124674e-9,4.6086560608515997e-11,7.564629948060405e-13
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+ 0.30735619300541184,0.013887602024102028,0.0002494172185640513,3.182624027172887e-6,7.582377751152904e-8,5.661665591410651e-10,2.2605758039268688e-11,7.282411803072086e-13
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+ 0.9967578931698593,0.009321773321318408,0.00003034974630664782,1.6182474675500746e-6,1.9997487010962575e-8,5.174756935077431e-10,3.713650627175654e-11,6.757338881598605e-13
Observations.csv ADDED
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ObservationsLarge.csv ADDED
The diff for this file is too large to render. See raw diff
 
PureSpectra.csv ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
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3
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