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crypdick/console output optim

Created October 14, 2015 00:58
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console output optim
tremdous acceleration experienced at 13: [-312.94513128 -144.8901621 -280.72151439]
tremdous acceleration experienced at 13: [ -65.94045051 -300.3766687 -139.78983944]
tremdous acceleration experienced at 12: [ 314.52339331 -109.30405131 -209.66960703]
tremdous acceleration experienced at 12: [ 54.20604224 347.34818202 -160.45832093]
tremdous acceleration experienced at 13: [ 129.03347678 94.49283278 376.89394233]
tremdous acceleration experienced at 12: [-142.47300422 131.41564589 310.59380356]
tremdous acceleration experienced at 11: [-383.67856647 -129.65192705 45.79889252]
tremdous acceleration experienced at 13: [ -20.09637279 99.88603362 -326.39441556]
tremdous acceleration experienced at 13: [-254.13394514 -374.5936309 -221.45687629]
tremdous acceleration experienced at 19: [-336.4675594 -223.39952824 -89.15214967]
tremdous acceleration experienced at 13: [ 73.72817499 107.11673087 -321.68787338]
tremdous acceleration experienced at 15: [ 69.75093486 262.28156778 360.03105696]
tremdous acceleration experienced at 14: [ 5.09321595 -312.44826475 -374.47195563]
tremdous acceleration experienced at 12: [ -80.62678507 -314.80699236 28.13031281]
tremdous acceleration experienced at 14: [-353.95893126 107.6307608 216.34750877]
tremdous acceleration experienced at 15: [ 230.70698992 313.91922031 -212.63726384]
tremdous acceleration experienced at 13: [ 309.58552073 -293.87648962 -177.865707 ]
tremdous acceleration experienced at 11: [ 350.8200178 -205.84186311 -159.37972494]
tremdous acceleration experienced at 15: [-340.77326236 64.90441605 137.79230938]
tremdous acceleration experienced at 13: [ -15.83705627 -381.46053686 -348.03601551]
tremdous acceleration experienced at 15: [-166.11686214 -113.54914008 -311.58942859]
tremdous acceleration experienced at 15: [ 291.71589869 -303.7515769 351.32732542]
tremdous acceleration experienced at 12: [ -15.35094241 -27.05809136 -360.29038824]
tremdous acceleration experienced at 12: [-355.28164323 -63.06723342 109.52654244]
tremdous acceleration experienced at 14: [ 391.11539488 -114.00215465 -63.95744771]
tremdous acceleration experienced at 15: [-200.73316998 346.33652563 26.41139275]
tremdous acceleration experienced at 16: [ 326.5588677 155.33490894 82.86864689]
tremdous acceleration experienced at 13: [ 23.97321368 14.27787089 400.03440623]
tremdous acceleration experienced at 11: [ -17.19164592 -64.68591559 305.13877929]
tremdous acceleration experienced at 13: [-404.60305309 -152.53807292 232.70045907]
tremdous acceleration experienced at 15: [ 342.70075825 288.15180426 -18.18390109]
tremdous acceleration experienced at 17: [ 324.59639771 -236.73976977 -182.14549339]
tremdous acceleration experienced at 12: [ 333.53488806 198.48718254 156.5114561 ]
tremdous acceleration experienced at 18: [ 208.3783104 238.28053966 345.35226927]
tremdous acceleration experienced at 16: [ 336.48356711 -281.51460964 -70.04730728]
tremdous acceleration experienced at 17: [ -83.93652109 -136.96697501 340.97241788]
tremdous acceleration experienced at 12: [-170.18324665 -372.75736464 -4.75509365]
tremdous acceleration experienced at 14: [ 266.74505 390.43371292 -134.79066584]
Trajectory score: 55.6357116336
##############################################################
Guess: [ 4.78460790e-04 6.75661916e-06 2.49519124e-06]
##############################################################
Trajectory score: 5.02152446827
##############################################################
Guess: [ 4.78460790e-04 6.75661916e-06 2.49519124e-06]
##############################################################
Trajectory score: 5.03397974277
##############################################################
Guess: [ 4.78475691e-04 6.75661916e-06 2.49519124e-06]
##############################################################
Trajectory score: 5.07359782152
##############################################################
Guess: [ 4.78460790e-04 6.77152032e-06 2.49519124e-06]
##############################################################
Trajectory score: 5.07809544012
##############################################################
Guess: [ 4.78460790e-04 6.75661916e-06 2.51009240e-06]
##############################################################
Trajectory score: 5.03065394945
##############################################################
Guess: [ 1.00000000e-07 1.00000000e-07 1.00000000e-07]
##############################################################
Trajectory score: inf
##############################################################
Guess: [ 4.30624711e-04 6.09095724e-06 2.25567211e-06]
##############################################################
Trajectory score: 3.36856458712
##############################################################
Guess: [ 4.54232540e-04 6.41947146e-06 2.37387842e-06]
##############################################################
Trajectory score: 4.01663316994
##############################################################
Guess: [ 4.66157586e-04 6.58541418e-06 2.43358810e-06]
##############################################################
Trajectory score: 4.48461588116
##############################################################
Guess: [ 4.72208081e-04 6.66960972e-06 2.46388342e-06]
##############################################################
Trajectory score: 4.71647836586
##############################################################
Guess: [ 4.75276880e-04 6.71231353e-06 2.47924914e-06]
##############################################################
Trajectory score: 4.85102678033
##############################################################
Guess: [ 4.76836608e-04 6.73401789e-06 2.48705883e-06]
##############################################################
Trajectory score: 4.9739786535
##############################################################
Guess: [ 4.77639794e-04 6.74519460e-06 2.49108044e-06]
##############################################################
Trajectory score: 4.99369445388
##############################################################
Guess: [ 4.78045071e-04 6.75083422e-06 2.49310970e-06]
##############################################################
Trajectory score: 4.99868121633
##############################################################
Guess: [ 4.78248610e-04 6.75366657e-06 2.49412884e-06]
##############################################################
Trajectory score: 5.02396749225
##############################################################
Guess: [ 4.78355151e-04 6.75514914e-06 2.49466229e-06]
##############################################################
Trajectory score: 5.0086063962
basinhopping step 12: f 1.24628 trial_f 5.00861 accepted 0 lowest_f 1.24628
##############################################################
Guess: [ 2.75751380e-04 4.74422313e-06 1.92708027e-06]
##############################################################
Trajectory score: 1.47552705724
##############################################################
Guess: [ 2.75751380e-04 4.74422313e-06 1.92708027e-06]
##############################################################
Trajectory score: 1.47599966835
##############################################################
Guess: [ 2.75766282e-04 4.74422313e-06 1.92708027e-06]
##############################################################
Trajectory score: 1.512729006
##############################################################
Guess: [ 2.75751380e-04 4.75912429e-06 1.92708027e-06]
##############################################################
Trajectory score: 1.47683639197
##############################################################
Guess: [ 2.75751380e-04 4.74422313e-06 1.94198143e-06]
##############################################################
Trajectory score: 1.47052645407
warning: basinhopping: local minimization failure
basinhopping step 13: f 1.24628 trial_f 1.47553 accepted 0 lowest_f 1.24628
##############################################################
Guess: [ 2.74898640e-04 4.69512000e-06 9.27700213e-07]
##############################################################
Trajectory score: 1.46246273262
##############################################################
Guess: [ 2.74898640e-04 4.69512000e-06 9.27700213e-07]
##############################################################
Trajectory score: 1.45821761111
##############################################################
Guess: [ 2.74913541e-04 4.69512000e-06 9.27700213e-07]
##############################################################
Trajectory score: 1.46487545178
##############################################################
Guess: [ 2.74898640e-04 4.71002116e-06 9.27700213e-07]
##############################################################
Trajectory score: 1.45835450854
##############################################################
Guess: [ 2.74898640e-04 4.69512000e-06 9.42601374e-07]
##############################################################
Trajectory score: 1.45586600503
##############################################################
Guess: [ 1.00000000e-07 1.00000000e-07 1.00000000e-02]
##############################################################
tremdous acceleration experienced at 0: [ 3.47224110e+03 -2.87520486e-02 3.01417047e-03]
tremdous acceleration experienced at 0: [ 3.47220704e+03 3.11989427e-02 3.74420060e-04]
tremdous acceleration experienced at 0: [ 3.47223872e+03 2.90740218e-02 8.45875953e-03]
tremdous acceleration experienced at 0: [ 3.47221751e+03 -3.22811551e-02 1.23197186e-02]
tremdous acceleration experienced at 0: [ 3.47219107e+03 -2.26780943e-04 -1.52051718e-02]
tremdous acceleration experienced at 0: [ 3.47218731e+03 4.21641723e-03 -2.45817160e-03]
tremdous acceleration experienced at 0: [ 3.47223667e+03 6.49389041e-03 -3.10259902e-02]
tremdous acceleration experienced at 0: [ 3.47223846e+03 2.98060356e-02 6.86380870e-03]
tremdous acceleration experienced at 0: [ 3.47219410e+03 1.03499008e-02 -1.68151975e-02]
tremdous acceleration experienced at 0: [ 3.47220123e+03 1.90945149e-02 -1.95627527e-02]
tremdous acceleration experienced at 0: [ 3.47219852e+03 -2.24905142e-02 1.16403870e-02]
tremdous acceleration experienced at 0: [ 3.47221194e+03 -7.78907306e-03 -3.25378017e-02]
tremdous acceleration experienced at 0: [ 3.47220911e+03 9.96255258e-03 -3.00855613e-02]
tremdous acceleration experienced at 0: [ 3.47220689e+03 2.43307596e-02 -1.91892222e-02]
tremdous acceleration experienced at 0: [ 3.47221167e+03 -2.28978113e-02 -2.35359098e-02]
tremdous acceleration experienced at 0: [ 3.47225492e+03 -9.59283440e-03 8.02530636e-03]
tremdous acceleration experienced at 0: [ 3.47219488e+03 5.47101202e-03 -2.04674105e-02]
tremdous acceleration experienced at 0: [ 3.47221415e+03 3.06422920e-02 1.34250189e-02]
tremdous acceleration experienced at 0: [ 3.47222675e+03 3.17519816e-02 1.38215113e-02]
tremdous acceleration experienced at 0: [ 3.47222695e+03 3.10665536e-02 -1.57693262e-02]
tremdous acceleration experienced at 0: [ 3.47223868e+03 -7.77070017e-03 2.88794705e-02]
tremdous acceleration experienced at 0: [ 3.47220509e+03 -2.70608027e-02 1.24029471e-02]
tremdous acceleration experienced at 0: [ 3.47220475e+03 1.75647151e-02 -2.41688075e-02]
tremdous acceleration experienced at 0: [ 3.47219563e+03 1.38928218e-02 1.73464454e-02]
tremdous acceleration experienced at 0: [ 3.47223766e+03 -2.28873442e-02 2.13839713e-02]
tremdous acceleration experienced at 0: [ 3.47224604e+03 -8.51636832e-03 -2.44489029e-02]
tremdous acceleration experienced at 0: [ 3.47223874e+03 -2.36329784e-02 1.98527958e-02]
tremdous acceleration experienced at 0: [ 3.47220728e+03 1.22286867e-02 -2.85913939e-02]
tremdous acceleration experienced at 0: [ 3.47222007e+03 -3.42257090e-02 -4.80758008e-03]
tremdous acceleration experienced at 0: [ 3.47223555e+03 -2.60100180e-03 3.19709599e-02]
tremdous acceleration experienced at 0: [ 3.47221477e+03 2.49947077e-02 -2.32235931e-02]
tremdous acceleration experienced at 0: [ 3.47222134e+03 3.45040776e-02 4.83832684e-03]
tremdous acceleration experienced at 0: [ 3.47224413e+03 2.67772066e-02 1.57112972e-03]
tremdous acceleration experienced at 0: [ 3.47219972e+03 5.68563782e-03 -2.61768263e-02]
tremdous acceleration experienced at 0: [ 3.47219351e+03 -1.05804950e-03 -1.85135155e-02]
tremdous acceleration experienced at 0: [ 3.47221862e+03 2.74267774e-02 -2.06248790e-02]
tremdous acceleration experienced at 0: [ 3.47224636e+03 2.53427246e-02 3.34597735e-03]
tremdous acceleration experienced at 0: [ 3.47219025e+03 5.65486775e-03 1.30073137e-02]
tremdous acceleration experienced at 0: [ 3.47219153e+03 -1.51983904e-02 -9.52486508e-03]
tremdous acceleration experienced at 0: [ 3.47221282e+03 -3.25673667e-02 2.94506415e-03]
Trajectory score: inf
##############################################################
Guess: [ 2.47418776e-04 4.23560800e-06 1.00083493e-03]
##############################################################
tremdous acceleration experienced at 0: [ 3.46635220e+02 -3.21111713e+00 6.35703159e-03]
tremdous acceleration experienced at 0: [ 348.74655953 0.35186377 0.95498236]
tremdous acceleration experienced at 0: [ 3.48243598e+02 -4.12993002e-01 1.23267195e-01]
tremdous acceleration experienced at 0: [ 347.46864306 -0.59516263 0.46429704]
tremdous acceleration experienced at 0: [ 3.48391839e+02 -1.01599768e+00 2.66595623e-01]
tremdous acceleration experienced at 0: [ 347.50770178 -0.87350835 -1.32823185]
tremdous acceleration experienced at 0: [ 346.10368018 -0.67679169 -1.08957074]
tremdous acceleration experienced at 0: [ 3.46594494e+02 -9.57153306e-02 7.63024645e-01]
tremdous acceleration experienced at 0: [ 347.91674392 1.64101574 -2.36206053]
tremdous acceleration experienced at 0: [ 348.39542721 1.09074749 1.47053956]
tremdous acceleration experienced at 0: [ 3.46801984e+02 1.71884094e-01 1.21115549e+00]
tremdous acceleration experienced at 0: [ 347.42649236 -1.31599694 -2.25348405]
tremdous acceleration experienced at 0: [ 348.42162265 2.79482984 -0.87827542]
tremdous acceleration experienced at 0: [ 346.0744654 -2.8872825 -1.50598629]
tremdous acceleration experienced at 0: [ 347.71818912 -1.13111881 -1.90446373]
tremdous acceleration experienced at 0: [ 347.9092353 -0.38268851 1.7055127 ]
tremdous acceleration experienced at 0: [ 346.33902219 -0.40455197 1.42802284]
tremdous acceleration experienced at 0: [ 3.50195225e+02 -1.41518112e+00 -2.91387162e-01]
tremdous acceleration experienced at 0: [ 3.45564474e+02 3.05659172e-01 6.58624227e-01]
tremdous acceleration experienced at 0: [ 3.48020811e+02 1.04427371e-01 1.25007502e+00]
tremdous acceleration experienced at 0: [ 3.47116569e+02 -4.37250660e-03 1.09749328e+00]
tremdous acceleration experienced at 0: [ 3.45262239e+02 7.09534951e-01 1.18955621e-01]
tremdous acceleration experienced at 0: [ 346.58720362 0.90357706 -0.70816919]
tremdous acceleration experienced at 0: [ 3.45991088e+02 -9.15408123e-02 -6.42477375e-01]
tremdous acceleration experienced at 0: [ 3.45322197e+02 2.43520026e-01 1.14357419e+00]
tremdous acceleration experienced at 0: [ 345.57495061 2.16692897 -1.48292327]
tremdous acceleration experienced at 0: [ 3.47531054e+02 2.45431372e+00 2.56879106e-02]
tremdous acceleration experienced at 0: [ 345.67077633 1.15903537 -1.374327 ]
tremdous acceleration experienced at 0: [ 346.86865171 -0.96710556 -1.07065252]
tremdous acceleration experienced at 0: [ 348.43934574 -0.85946074 -1.57070715]
tremdous acceleration experienced at 0: [ 347.69114916 1.50420431 1.70194152]
tremdous acceleration experienced at 0: [ 3.49580345e+02 -2.01791135e-01 -1.47030739e+00]
tremdous acceleration experienced at 0: [ 3.48001210e+02 -1.42363879e+00 2.95076795e-01]
tremdous acceleration experienced at 0: [ 3.48084977e+02 2.82483314e-01 4.98899882e-01]
tremdous acceleration experienced at 0: [ 3.46072457e+02 6.40899015e-01 1.94441228e-01]
tremdous acceleration experienced at 0: [ 3.49292082e+02 -3.40926795e-01 -1.43461345e+00]
tremdous acceleration experienced at 0: [ 347.8645052 1.16973613 -2.45202766]
tremdous acceleration experienced at 0: [ 348.6875317 2.84784887 0.76089518]
tremdous acceleration experienced at 0: [ 3.46958463e+02 -2.00115746e-01 2.29311807e+00]
tremdous acceleration experienced at 0: [ 347.31285359 -1.31189059 1.43598682]
Trajectory score: inf
##############################################################
Guess: [ 2.72150654e-04 4.64916880e-06 1.00918423e-04]
##############################################################
Trajectory score: 0.838211229505
2015-10-13 14:12:05.381114 New high score: 0.838211229505. Guess: [ 2.72150654e-04 4.64916880e-06 1.00918423e-04]. Score components = 0.838211229505
##############################################################
Guess: [ 2.73472295e-04 4.67126899e-06 5.28279647e-05]
##############################################################
Trajectory score: 1.12002360809
##############################################################
Guess: [ 2.74156688e-04 4.68271324e-06 2.79250536e-05]
##############################################################
Trajectory score: 1.21201318857
##############################################################
Guess: [ 2.74506264e-04 4.68855878e-06 1.52050403e-05]
##############################################################
Trajectory score: 1.33136808745
##############################################################
Guess: [ 2.74691257e-04 4.69165219e-06 8.47371160e-06]
##############################################################
Trajectory score: 1.40875012084
##############################################################
Guess: [ 2.74790420e-04 4.69331037e-06 4.86548978e-06]
##############################################################
Trajectory score: 1.4311345672
##############################################################
Guess: [ 2.74841875e-04 4.69417078e-06 2.99320266e-06]
##############################################################
Trajectory score: 1.44473197023
##############################################################
Guess: [ 2.74868749e-04 4.69462017e-06 2.01534111e-06]
##############################################################
Trajectory score: 1.46639241667
##############################################################
Guess: [ 2.74884005e-04 4.69487528e-06 1.46020961e-06]
##############################################################
Trajectory score: 1.46090503854
basinhopping step 14: f 1.24628 trial_f 1.46091 accepted 0 lowest_f 1.24628
##############################################################
Guess: [ 2.74773695e-04 3.03795753e-06 2.36259874e-06]
##############################################################
Trajectory score: 1.05490736047
##############################################################
Guess: [ 2.74773695e-04 3.03795753e-06 2.36259874e-06]
##############################################################
Trajectory score: 1.05366605804
##############################################################
Guess: [ 2.74788596e-04 3.03795753e-06 2.36259874e-06]
##############################################################
Trajectory score: 1.06565717369
##############################################################
Guess: [ 2.74773695e-04 3.05285869e-06 2.36259874e-06]
##############################################################
Trajectory score: 1.05986528292
##############################################################
Guess: [ 2.74773695e-04 3.03795753e-06 2.37749990e-06]
##############################################################
Trajectory score: 1.05811535994
warning: basinhopping: local minimization failure
basinhopping step 15: f 1.24628 trial_f 1.05491 accepted 0 lowest_f 1.24628
##############################################################
Guess: [ 2.76531050e-04 4.72107925e-06 2.39065604e-06]
##############################################################
Trajectory score: 1.46193504029
##############################################################
Guess: [ 2.76531050e-04 4.72107925e-06 2.39065604e-06]
##############################################################
Trajectory score: 1.45997039122
##############################################################
Guess: [ 2.76545951e-04 4.72107925e-06 2.39065604e-06]
##############################################################
Trajectory score: 1.47485669584
##############################################################
Guess: [ 2.76531050e-04 4.73598042e-06 2.39065604e-06]
##############################################################
Trajectory score: 1.48063623762
##############################################################
Guess: [ 2.76531050e-04 4.72107925e-06 2.40555720e-06]
##############################################################
Trajectory score: 1.46135954499
warning: basinhopping: local minimization failure
basinhopping step 16: f 1.24628 trial_f 1.46194 accepted 0 lowest_f 1.24628
##############################################################
Guess: [ 2.76631912e-04 4.30721829e-06 2.54055239e-06]
##############################################################
Trajectory score: 1.32513508245
##############################################################
Guess: [ 2.76631912e-04 4.30721829e-06 2.54055239e-06]
##############################################################
Trajectory score: 1.31634265115
##############################################################
Guess: [ 2.76646813e-04 4.30721829e-06 2.54055239e-06]
##############################################################
Trajectory score: inf
##############################################################
Guess: [ 2.76631912e-04 4.32211945e-06 2.54055239e-06]
##############################################################
Trajectory score: 1.33184732592
##############################################################
Guess: [ 2.76631912e-04 4.30721829e-06 2.55545355e-06]
##############################################################
Trajectory score: 1.32737526917
##############################################################
Guess: [ nan nan nan]
##############################################################
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
found NaNs at 0: [ nan nan nan]
/Users/fairhalladmin/anaconda/lib/python2.7/site-packages/numpy/lib/shape_base.py:431: FutureWarning: in the future np.array_split will retain the shape of arrays with a zero size, instead of replacing them by `array([])`, which always has a shape of (0,).
FutureWarning)
Traceback (most recent call last):
File "<ipython-input-4-5e93c4734c3f>", line 1, in <module>
runfile('/Users/fairhalladmin/Documents/Richard/RoboSkeeter/scripts/optimizer_wrapper.py', wdir='/Users/fairhalladmin/Documents/Richard/RoboSkeeter/')
File "/Users/fairhalladmin/anaconda/lib/python2.7/site-packages/spyderlib/widgets/externalshell/sitecustomize.py", line 685, in runfile
execfile(filename, namespace)
File "/Users/fairhalladmin/anaconda/lib/python2.7/site-packages/spyderlib/widgets/externalshell/sitecustomize.py", line 78, in execfile
builtins.execfile(filename, *where)
File "/Users/fairhalladmin/Documents/Richard/RoboSkeeter/scripts/optimizer_wrapper.py", line 15, in <module>
guess, score = optimizer.main(x_0=guess)
File "optimizer.py", line 145, in main
accept_test=mybounds
File "/Users/fairhalladmin/anaconda/lib/python2.7/site-packages/scipy/optimize/_basinhopping.py", line 614, in basinhopping
new_global_min = bh.one_cycle()
File "/Users/fairhalladmin/anaconda/lib/python2.7/site-packages/scipy/optimize/_basinhopping.py", line 156, in one_cycle
xtrial, energy_trial, accept = self._monte_carlo_step()
File "/Users/fairhalladmin/anaconda/lib/python2.7/site-packages/scipy/optimize/_basinhopping.py", line 104, in _monte_carlo_step
minres = self.minimizer(x_after_step)
File "/Users/fairhalladmin/anaconda/lib/python2.7/site-packages/scipy/optimize/_basinhopping.py", line 279, in __call__
return self.minimizer(self.func, x0, **self.kwargs)
File "/Users/fairhalladmin/anaconda/lib/python2.7/site-packages/scipy/optimize/_minimize.py", line 452, in minimize
constraints, callback=callback, **options)
File "/Users/fairhalladmin/anaconda/lib/python2.7/site-packages/scipy/optimize/slsqp.py", line 363, in _minimize_slsqp
fx = func(x)
File "/Users/fairhalladmin/anaconda/lib/python2.7/site-packages/scipy/optimize/optimize.py", line 285, in function_wrapper
return function(*(wrapper_args + args))
File "optimizer.py", line 46, in fly_wrapper
combined_score, _ = simulation.calc_score()
File "trajectory.py", line 273, in calc_score
total_score, scores = score.score(self)
File "score.py", line 24, in score
targ_KDEs = calc_kde(targ_data)
File "score.py", line 96, in calc_kde
kdes_dict[k] = calculate_1Dkde(v)
File "scripts/math_sorcery.py", line 78, in calculate_1Dkde
kde = KernelDensity(kernel=kernel, bandwidth=bandwidth).fit(vector)
File "/Users/fairhalladmin/anaconda/lib/python2.7/site-packages/sklearn/neighbors/kde.py", line 123, in fit
X = check_array(X, order='C', dtype=DTYPE)
File "/Users/fairhalladmin/anaconda/lib/python2.7/site-packages/sklearn/utils/validation.py", line 352, in check_array
_assert_all_finite(array)
File "/Users/fairhalladmin/anaconda/lib/python2.7/site-packages/sklearn/utils/validation.py", line 52, in _assert_all_finite
" or a value too large for %r." % X.dtype)
ValueError: Input contains NaN, infinity or a value too large for dtype('float64').
In [5]:
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