In [1]:
import numpy as np
In [27]:
np.random.seed(352)
In [33]:
X = np.random.uniform(.001, 5., 1500)
In [34]:
X = X.reshape(100,15)
In [35]:
X = np.split(X, 100)
In [36]:
print type(X)
X
<type 'list'>
Out[36]:
[array([[ 1.96770222, 3.69100123, 3.71641698, 2.08460242, 1.04396886,
0.95801517, 1.29255374, 4.2603483 , 0.48153338, 0.28424967,
4.14410308, 4.66624974, 0.36374567, 0.85718596, 1.352631 ]]),
array([[ 3.32864587, 4.89447965, 4.69798772, 0.8665867 , 0.24503353,
4.44436403, 4.20622065, 4.75816723, 4.32368558, 3.13972119,
3.25484178, 1.18543408, 1.14616565, 0.16552229, 1.3273131 ]]),
array([[ 4.76607468, 3.87802049, 3.84741123, 1.17967735, 1.21052629,
3.10319291, 0.78830373, 4.53181704, 4.56951719, 1.02280813,
4.78528494, 1.65961689, 3.87394686, 2.53498761, 2.3826379 ]]),
array([[ 0.61345489, 0.34508693, 1.0113485 , 2.01160689, 0.61128693,
3.01440307, 3.73390261, 3.19549462, 2.34982548, 1.67972998,
2.95053798, 2.73798822, 3.43283998, 1.90229114, 0.73937486]]),
array([[ 2.88744067, 4.33339652, 0.66907058, 4.92422813, 0.05030686,
1.96903198, 0.09009 , 4.96249835, 4.71313909, 2.81362245,
0.87020188, 3.3219303 , 1.03967222, 2.04653578, 4.90748857]]),
array([[ 3.67350898, 4.42217455, 3.38631833, 0.76919886, 2.561311 ,
4.66093157, 0.58884291, 0.81957894, 1.96229234, 2.9364095 ,
3.7952676 , 3.8897448 , 4.71201364, 0.55051806, 0.06199632]]),
array([[ 4.36344128, 4.62063932, 0.75779183, 2.15431823, 0.29427269,
4.14304236, 1.93197136, 3.06058431, 2.23631061, 4.81738937,
1.37429941, 0.26966244, 0.49923883, 2.52561833, 2.76501791]]),
array([[ 2.8083482 , 3.89670851, 0.0899545 , 0.75356187, 0.81412139,
1.31244093, 4.34787204, 1.89496891, 0.21131657, 1.18592897,
3.78729852, 3.18256782, 4.86883422, 4.3509868 , 0.66027799]]),
array([[ 3.41803806, 0.74004701, 3.6206173 , 3.25883713, 3.57789568,
2.55593949, 3.88295964, 2.8771773 , 3.0388411 , 3.97064159,
3.95276635, 4.52134011, 2.28507607, 3.7544058 , 0.77881125]]),
array([[ 0.09348342, 2.66030482, 0.89897841, 1.19392639, 1.72532594,
2.07146721, 2.11344325, 2.46858037, 4.13869113, 2.78034892,
4.36378906, 1.16473932, 3.39633144, 0.93380735, 4.18815655]]),
array([[ 0.5500279 , 3.69249244, 1.82725322, 2.11805103, 1.61103015,
0.92175026, 4.53724381, 1.10910576, 1.00579384, 3.37927614,
4.05940682, 3.86519237, 0.52852874, 2.49743729, 1.81359834]]),
array([[ 4.89043958, 2.21106211, 4.5677912 , 0.90246433, 0.01983326,
1.84210913, 2.52947506, 2.40835108, 4.33231219, 0.0182512 ,
2.31325533, 3.76082796, 0.69092007, 0.05724527, 4.17168607]]),
array([[ 2.52644312, 4.44947151, 2.86159231, 4.86412433, 4.63361087,
1.6546146 , 0.01558076, 2.87490928, 3.80643118, 1.53242355,
4.35049455, 4.04090615, 4.79812751, 4.87095203, 0.35923975]]),
array([[ 1.44655348, 0.15093225, 1.88386875, 2.92567942, 4.92819683,
3.98129253, 2.81776182, 2.76942649, 0.48619656, 0.61851443,
0.81748511, 0.27443136, 0.96040842, 3.41628607, 1.01097256]]),
array([[ 4.3862707 , 0.22670862, 4.03910713, 3.04915881, 3.74522213,
3.14391893, 2.02699099, 4.21544764, 0.50123319, 4.43008421,
2.35882297, 2.91909247, 3.41956149, 1.08725166, 4.13363673]]),
array([[ 4.3615603 , 1.60077752, 3.17490642, 2.99494121, 3.26113411,
3.94646716, 1.36022478, 4.5171873 , 4.56607743, 0.04448268,
4.6400019 , 3.70274695, 0.02839826, 4.98726662, 1.57249844]]),
array([[ 4.48126482, 3.53930518, 0.61635973, 2.15754793, 0.03975103,
1.37456945, 1.12347884, 0.96289098, 3.38389171, 1.67198023,
2.21488034, 4.13216753, 3.53295533, 1.18504652, 3.35275562]]),
array([[ 1.40507092, 0.52231137, 1.75372317, 3.88362115, 4.98447689,
3.19644968, 1.4301203 , 3.41013 , 4.46458976, 3.61343388,
2.18498519, 2.15235759, 2.41073668, 0.33374291, 0.36656648]]),
array([[ 4.97539345, 0.2062646 , 3.79893342, 4.75187394, 1.73150807,
2.87179952, 4.07700354, 3.18424996, 3.65819935, 1.00303797,
0.60371218, 0.84419212, 0.97983239, 2.38582259, 3.80462312]]),
array([[ 2.77313546, 4.35614765, 0.96814106, 3.19319103, 0.62057289,
1.19433771, 0.56541692, 2.79801417, 3.87651475, 1.96215478,
0.52743672, 3.13213586, 1.19133946, 3.68952601, 2.22161074]]),
array([[ 0.88261054, 4.11710156, 1.55733828, 4.8844941 , 3.43372691,
0.9854584 , 2.04599437, 0.68831237, 2.58569185, 0.52485697,
2.51560859, 0.2180087 , 2.45536984, 2.29878073, 3.05211072]]),
array([[ 4.62745254, 3.28999076, 3.77205882, 2.23671272, 1.05556852,
3.48409674, 1.09063412, 0.87351955, 2.56273652, 1.80740245,
0.42993723, 1.65500908, 1.20343712, 0.62928982, 2.81181349]]),
array([[ 1.05009171, 3.26973925, 1.69788732, 0.8815708 , 3.28398256,
1.18466614, 2.05351519, 2.65510626, 3.17803619, 1.73369447,
1.56955844, 3.13213922, 2.85000977, 2.57488272, 3.94234116]]),
array([[ 3.6289041 , 1.14631623, 2.84288806, 0.70189944, 0.52758842,
0.47150593, 2.28624251, 4.19067586, 1.24891303, 4.74755601,
3.47435309, 0.98073834, 4.69976932, 3.8034095 , 4.51050804]]),
array([[ 2.61918661, 4.25802717, 2.93743311, 2.03774681, 0.72133432,
3.00832641, 4.42311127, 2.10807677, 4.4989722 , 3.48165722,
4.38981206, 4.62903721, 1.30649943, 3.32595893, 2.24649592]]),
array([[ 3.96782169, 3.16744295, 3.46595452, 0.31552592, 1.25330506,
0.69405024, 1.77872831, 2.31307188, 2.12095372, 2.66016713,
1.00305702, 1.097554 , 2.60323285, 4.88577484, 2.29591154]]),
array([[ 3.04294485, 0.91873478, 0.94255422, 1.13419491, 1.69286972,
0.56762221, 1.35522378, 1.69657121, 2.09857391, 2.19955958,
4.02449611, 0.84574194, 4.75109614, 2.96305743, 2.01014996]]),
array([[ 4.17443061, 3.01498447, 3.53575475, 3.94665013, 0.49446126,
3.30843901, 2.37789599, 0.02820179, 4.49512432, 0.92572089,
4.11141039, 4.52503284, 4.68533738, 1.80954813, 0.69500761]]),
array([[ 2.06193373, 3.79847885, 3.81054521, 0.72750351, 0.87930375,
4.31495735, 0.71877213, 2.38866718, 0.21398744, 3.78536447,
0.60491374, 4.077145 , 1.03985165, 4.12277242, 3.73787144]]),
array([[ 4.95468326, 2.27548403, 3.98625813, 0.1129326 , 1.47108937,
4.69347737, 1.29644903, 3.33109152, 3.18384822, 1.71234441,
0.2288351 , 3.58546311, 2.53119672, 0.43358272, 0.2182522 ]]),
array([[ 4.83773591, 3.22645566, 4.89355642, 0.74064769, 4.91722824,
2.17927091, 3.42561351, 3.56985765, 0.3104405 , 3.79848845,
4.38745871, 1.3751547 , 4.02001077, 4.67322497, 0.611299 ]]),
array([[ 4.76687655, 0.29045061, 0.15720443, 2.59042491, 4.09070949,
0.48279844, 2.05911557, 4.17044804, 3.19471112, 2.50512367,
2.22938121, 3.95028977, 2.32139481, 0.52645269, 2.86282698]]),
array([[ 4.34462575, 1.74827655, 1.04758374, 2.33398306, 2.72914693,
0.30079223, 4.00107385, 4.59935866, 2.54781266, 0.5993266 ,
3.81005997, 2.70538516, 1.90270333, 2.79362537, 3.67329551]]),
array([[ 1.06213209, 0.5613767 , 4.89899089, 2.3328013 , 4.70166816,
3.75876243, 2.67917405, 1.88491758, 4.57159198, 1.11204468,
3.91488249, 2.01176646, 2.70701512, 4.41808763, 4.64009805]]),
array([[ 4.09186855, 3.76364145, 0.63110117, 4.47012744, 2.64980577,
3.02687907, 0.12949738, 4.71333694, 2.7473197 , 1.24013277,
2.83117029, 1.26288911, 1.00901418, 1.01766884, 2.18365502]]),
array([[ 4.9825653 , 4.99161172, 4.45632352, 3.89107291, 4.15919042,
0.34018135, 2.45591587, 3.31967446, 2.67257827, 4.57783554,
1.27014321, 2.1031319 , 0.58989474, 1.1117252 , 0.02730989]]),
array([[ 3.37438935, 4.93425589, 0.71593127, 3.54505687, 3.15132295,
1.89894736, 2.35010482, 0.80493297, 3.2385243 , 2.78673341,
1.0641174 , 1.33267101, 3.955063 , 2.50125614, 1.4059696 ]]),
array([[ 4.82281345, 3.24806427, 4.37896213, 4.02075308, 1.93058859,
1.69685891, 2.37448322, 3.11025506, 3.95385746, 0.83400954,
0.17721715, 1.91080565, 0.52708367, 3.65961555, 2.13657461]]),
array([[ 1.27372458, 0.29610349, 0.03658678, 4.71399273, 4.37263743,
3.50080495, 4.070017 , 4.02661526, 4.77807084, 1.71822136,
2.59533797, 0.39979582, 1.18635486, 2.14401523, 2.04590264]]),
array([[ 4.15858323, 1.45220359, 0.75631038, 3.99634847, 1.61089514,
3.14479043, 0.92844333, 0.0292128 , 0.7634724 , 1.99787289,
1.37349264, 2.83641611, 4.33440594, 0.0204409 , 1.37729849]]),
array([[ 0.3835508 , 1.78249809, 0.93432982, 2.58223381, 2.09413951,
2.5120516 , 2.32617399, 4.25946343, 3.47629533, 4.20042167,
0.07017854, 2.2139842 , 4.43914557, 2.13500222, 1.18765396]]),
array([[ 4.71656965, 3.0693551 , 1.92889015, 3.17297113, 3.41559163,
4.02797144, 2.82969596, 0.12486218, 2.01770669, 4.02243464,
4.31354223, 1.16478885, 3.91013624, 1.81654059, 2.81552944]]),
array([[ 3.55008075, 3.49468576, 0.64733424, 0.6631341 , 0.14384023,
2.57360409, 2.40666879, 4.27211264, 0.14654387, 2.65780636,
4.34443019, 2.85078213, 4.72081464, 4.55197187, 4.37082901]]),
array([[ 1.6969459 , 2.17302783, 1.82144513, 4.62858013, 0.57831198,
2.92091641, 4.71486321, 1.34806131, 4.79644507, 2.37392695,
2.61676698, 2.91252053, 0.67336547, 0.93991148, 2.50075012]]),
array([[ 0.36809815, 3.04576929, 0.99002749, 4.99175581, 2.06093835,
4.46224592, 1.60451193, 1.05221846, 1.24429232, 1.83433612,
0.59579624, 0.91257157, 4.45524942, 2.27952567, 4.88274856]]),
array([[ 4.66603189, 0.7479263 , 3.74628876, 2.50024892, 1.67985199,
3.36758992, 2.27434441, 2.2331903 , 1.75630851, 3.73788472,
2.36251042, 0.16413389, 2.32536499, 4.07321276, 1.38992423]]),
array([[ 4.02988821, 0.98295355, 4.8102688 , 4.18203329, 4.8221782 ,
0.75619598, 2.54183696, 1.70322342, 0.081735 , 0.65260164,
0.10295987, 3.84834403, 2.71549882, 4.70425142, 1.25786912]]),
array([[ 2.50025267, 2.32194576, 3.61764365, 0.7938969 , 0.98678259,
3.75840519, 4.3622799 , 4.88008662, 3.23151422, 4.29782101,
2.06965638, 4.29102358, 0.74283479, 3.3981749 , 4.07635101]]),
array([[ 0.7872847 , 2.74118672, 3.22824866, 3.39808849, 2.22783313,
4.44399609, 0.0271303 , 2.75342105, 4.87122859, 4.97074167,
4.36848008, 1.4741271 , 0.6782059 , 2.68854939, 1.85294628]]),
array([[ 3.47273549, 3.77286315, 4.16082692, 1.43286979, 0.29155626,
4.3744151 , 4.68866543, 0.97242931, 3.3693752 , 4.31315096,
4.41041925, 1.77581295, 2.8064167 , 2.03788917, 1.90692064]]),
array([[ 1.54875755, 1.73437853, 1.7388011 , 4.47397402, 1.41495027,
3.99361731, 1.63576972, 2.06315296, 2.12679853, 1.76481751,
3.30271946, 3.62710972, 4.37333107, 0.40627473, 1.0287149 ]]),
array([[ 3.76576597, 0.24768477, 3.05057628, 2.72838599, 0.19831392,
3.72474946, 3.85363529, 0.94225798, 0.68586399, 2.13631146,
1.53552146, 4.93350048, 1.04266824, 3.55829075, 2.68387573]]),
array([[ 0.59012819, 4.53998213, 1.68998602, 0.60828625, 4.70105687,
3.03471811, 0.62873502, 4.66124297, 4.46410309, 0.12053714,
4.93338125, 2.87260417, 0.96722662, 0.01927636, 2.02953011]]),
array([[ 4.81643135, 1.42786113, 4.61098215, 0.26979454, 0.7443099 ,
3.67840217, 0.24717471, 3.98522639, 0.72207727, 4.93149349,
2.13116648, 3.01495705, 1.93455792, 0.25712558, 0.50263609]]),
array([[ 2.51319118, 0.15349495, 3.43875007, 3.62709793, 1.27147569,
2.56131369, 3.72028129, 4.46027629, 3.57530943, 3.10163864,
1.78857081, 2.36050893, 0.80414101, 0.84632789, 3.99437833]]),
array([[ 0.09063919, 0.62720253, 4.46493518, 3.38004035, 0.98373021,
0.0609442 , 1.31625747, 4.1930183 , 3.20178361, 2.68332874,
2.78949777, 0.93773647, 4.89284845, 4.97779394, 1.32860923]]),
array([[ 0.74457154, 1.77077158, 0.01685494, 0.69022431, 2.10102439,
2.38901478, 1.6304039 , 1.26877628, 3.89419792, 3.1108261 ,
1.38968417, 4.7224642 , 1.44206728, 2.20073255, 3.8096352 ]]),
array([[ 2.39885709, 0.37644374, 4.54149239, 3.12690872, 4.18284505,
0.32904887, 4.90457133, 3.4216411 , 4.09093641, 3.83310119,
4.03392195, 4.16880893, 0.38598941, 2.73539914, 0.51981091]]),
array([[ 0.18863434, 0.08966249, 1.060077 , 2.1596704 , 4.20429748,
1.02999028, 3.15421975, 1.20737441, 3.92065546, 2.27787241,
4.54408293, 2.99467936, 3.3975939 , 3.67652164, 3.55086111]]),
array([[ 3.94682292, 0.99640401, 3.39158159, 4.73899706, 3.76405486,
3.64889406, 0.67234669, 3.86905759, 1.22064549, 1.55915681,
1.31082868, 0.87663245, 1.97652531, 0.35128633, 4.82126287]]),
array([[ 4.64957694, 1.31821406, 4.69045002, 4.18974432, 3.36102201,
0.77955427, 1.19114007, 2.45772024, 1.35099518, 2.50093648,
3.0122679 , 3.45907231, 4.01966925, 1.4418404 , 1.34124004]]),
array([[ 2.30071108, 2.7586184 , 3.56138497, 2.59105096, 3.22538475,
1.9301831 , 0.21868587, 3.85491959, 3.94993731, 2.18276729,
1.61754597, 1.51663955, 4.65080336, 3.68487125, 3.177776 ]]),
array([[ 4.60363373, 2.74703963, 1.10379579, 4.77048422, 4.26445644,
0.41008055, 0.62579808, 3.38865868, 0.13918453, 1.65803051,
1.59331076, 2.15847095, 2.29587412, 1.0403094 , 4.0752995 ]]),
array([[ 3.82547152, 3.64316356, 4.92023273, 2.97095042, 1.17004445,
1.38480857, 0.12297595, 0.08161201, 3.56254692, 2.120092 ,
1.1974771 , 0.57343911, 3.24314713, 4.33932943, 0.57774959]]),
array([[ 3.79637341, 3.84749407, 4.85053831, 4.19276854, 4.9201734 ,
3.00801617, 2.24850428, 4.15556685, 1.63319444, 4.54784627,
3.40798517, 0.67383859, 2.5964367 , 3.19513468, 0.43323236]]),
array([[ 0.55111782, 4.55060705, 1.19828705, 1.45970482, 3.84284874,
1.19738243, 4.22702214, 2.67930935, 0.58950016, 3.05936696,
4.49035455, 2.43965655, 2.1256864 , 3.7758504 , 0.29053791]]),
array([[ 4.5459991 , 0.10765671, 4.0563994 , 4.83456224, 3.25070653,
4.56654413, 2.02106021, 2.39840358, 3.3588352 , 3.3912605 ,
4.54762244, 3.00809561, 2.8205026 , 4.40848052, 0.12994508]]),
array([[ 3.51027802, 2.39957598, 1.42726555, 2.05626247, 1.97861409,
3.18236653, 0.07736473, 2.82654858, 4.37604899, 4.67281996,
3.69188497, 4.82921502, 0.7041815 , 0.98774379, 1.4275388 ]]),
array([[ 1.40841338, 0.18954293, 3.55318904, 3.57939317, 3.53444091,
1.88061825, 4.03628043, 0.63722724, 0.06746844, 1.65590271,
2.74772487, 3.0738936 , 1.11059155, 3.28447351, 0.78216314]]),
array([[ 2.1538667 , 0.26246618, 4.51626591, 3.799713 , 1.19004552,
4.80950105, 3.75375881, 0.10223235, 3.64611563, 2.1975009 ,
0.84301828, 2.31330498, 1.73585696, 0.12855519, 1.43305601]]),
array([[ 3.73553535, 0.6443615 , 2.23927807, 2.50427966, 4.93237949,
4.50474304, 3.66765894, 3.95510265, 2.80292596, 3.17151086,
2.45553411, 4.5269201 , 1.01344168, 3.69936954, 2.02850237]]),
array([[ 0.0495496 , 3.64952398, 2.56327531, 1.2025805 , 0.27487581,
2.66876161, 0.07384113, 1.24664179, 2.48223518, 0.5487657 ,
3.03489379, 3.3444835 , 4.71266896, 2.94714973, 3.78459462]]),
array([[ 0.8464224 , 4.65550451, 1.02584113, 4.40070059, 4.99070642,
4.21396001, 4.47504257, 1.93255401, 0.79696557, 2.82445944,
1.34581648, 2.77183192, 3.77189077, 0.34626273, 1.98829085]]),
array([[ 4.37646169, 3.06685247, 0.67288079, 2.56532254, 1.65808089,
3.65475236, 1.34143586, 4.88553088, 0.39796033, 2.46915851,
2.49872268, 2.92097922, 3.51782789, 0.55872758, 2.88724984]]),
array([[ 3.59356388, 4.50989481, 3.69290301, 0.49696715, 2.24327713,
1.47583693, 0.3298677 , 1.80215086, 0.30191497, 0.55554099,
2.48135269, 3.75795639, 2.01517438, 2.24956459, 1.59495773]]),
array([[ 3.0344604 , 3.57501176, 3.90207469, 0.23875315, 3.09865588,
0.84536841, 2.42774319, 4.12156811, 1.97102417, 4.31722625,
2.06965994, 3.67991504, 1.73861621, 4.80200681, 3.95793229]]),
array([[ 0.79649392, 0.4763066 , 3.91932474, 1.33709853, 4.07646033,
4.57874218, 1.69998802, 1.73466028, 2.40282607, 2.05783952,
1.24424264, 2.46051719, 0.00952029, 0.07294737, 2.81737792]]),
array([[ 4.49289064, 3.31321981, 0.17492489, 0.51909442, 0.72964244,
3.54937764, 4.46686246, 0.02510646, 4.29020372, 4.92279262,
4.73890721, 4.83994867, 3.49100116, 1.44180535, 4.67412381]]),
array([[ 0.97590998, 2.88056326, 0.25303252, 3.06888081, 0.39092407,
0.83807837, 1.01249548, 4.54114037, 1.91552792, 4.82157865,
0.20173479, 0.10017498, 1.36800823, 2.00522585, 2.05012737]]),
array([[ 1.04761488, 2.11259267, 4.7862105 , 4.15747094, 1.74642245,
2.5186142 , 2.37501729, 3.95288111, 4.21570313, 2.77291972,
2.86655034, 4.18466653, 1.56842099, 2.11381674, 4.57653204]]),
array([[ 2.98420871, 3.20521557, 0.64667552, 4.61799759, 3.76764581,
4.96415705, 0.17405695, 3.84870405, 2.20261592, 2.12216433,
4.09946423, 2.48572531, 2.66360038, 1.90994185, 1.73854767]]),
array([[ 0.33140603, 2.65651216, 1.42845264, 3.78325956, 2.10269201,
2.12359588, 2.92799745, 1.22712769, 2.55100541, 1.68468758,
3.36568853, 4.73223256, 0.28919561, 0.48854443, 4.35343234]]),
array([[ 1.89475766, 4.75124883, 0.78471056, 2.01532979, 0.32874948,
4.65053469, 4.27049034, 0.29192096, 1.23659208, 3.86486015,
1.96038895, 0.25087954, 2.53562265, 3.08048086, 4.90864569]]),
array([[ 1.00953281, 3.40027945, 4.30659361, 0.29750809, 2.74947481,
4.79119357, 4.71339182, 3.78992664, 1.77063556, 0.06205177,
4.78979765, 3.80477424, 0.21616917, 1.25380085, 1.78347974]]),
array([[ 1.72520583, 1.313864 , 4.83024272, 4.73537596, 0.41057442,
4.25804126, 4.25228498, 1.58016734, 1.95161064, 2.95096108,
3.40192318, 2.16817832, 1.78969223, 3.0413154 , 4.22420039]]),
array([[ 3.54360371, 2.26604992, 3.01905441, 2.60525982, 1.48290619,
1.43323557, 2.65530592, 4.81025731, 2.9101068 , 1.31480049,
0.64943393, 0.54441364, 1.1534637 , 2.9941076 , 4.88874736]]),
array([[ 3.34441934, 1.53124401, 3.55466417, 4.28942961, 4.08786632,
4.989733 , 1.9763687 , 3.96853088, 4.33999514, 2.64276671,
2.75704344, 3.12619592, 3.43663634, 1.56948465, 2.14029961]]),
array([[ 4.37560623, 3.71843553, 1.56302732, 3.35970799, 4.07723427,
1.41198404, 2.32444702, 4.24873729, 3.90371932, 4.14309525,
3.53084842, 4.77945248, 4.77325175, 0.86408674, 0.76414877]]),
array([[ 2.59602061, 3.91373181, 0.58815342, 2.24903197, 1.76813499,
3.95560333, 1.85580661, 1.00673132, 2.8250949 , 0.69013113,
4.1756419 , 3.74981895, 2.46818763, 3.71567774, 3.09420191]]),
array([[ 3.76340146, 4.63927787, 4.1936499 , 3.57688004, 3.51401217,
3.64738238, 2.70718761, 4.73605564, 3.60131676, 0.64405066,
1.70798546, 1.36418743, 3.88729004, 2.4158145 , 1.8260525 ]]),
array([[ 3.39330863, 2.12297615, 1.66551661, 4.77112964, 2.34836335,
3.89509237, 2.54820466, 4.54038972, 1.14508755, 0.47343393,
0.03392237, 1.09954202, 4.70149297, 2.47198507, 0.1294174 ]]),
array([[ 1.60507438, 4.49585675, 0.52995421, 1.03311011, 4.28760197,
1.02638636, 1.06866338, 3.87337927, 4.59131021, 1.85167039,
1.40505081, 3.24407303, 4.95186516, 2.05838867, 1.17014296]]),
array([[ 0.65733325, 0.09632764, 2.00118296, 4.17656804, 3.40324649,
2.6444837 , 2.88073995, 1.53295327, 3.62405956, 3.36058283,
3.6340939 , 0.77923939, 2.83094997, 0.15834786, 2.68693082]]),
array([[ 1.81100388, 0.8469264 , 4.23663251, 2.74737948, 0.24886791,
2.6714814 , 0.40904051, 0.15068923, 0.93528809, 3.36147655,
4.96297669, 4.15181236, 4.92380049, 1.76361094, 2.5784437 ]]),
array([[ 0.37674449, 1.29479276, 0.32068073, 0.04849588, 1.19874395,
3.87574886, 2.05963749, 2.0312697 , 4.84908728, 1.96835786,
4.44151431, 2.01777312, 1.87812685, 2.35390839, 0.39747918]]),
array([[ 1.69291616, 1.62350766, 2.25479367, 4.81545575, 3.91690854,
3.4047176 , 3.37430308, 1.05478536, 3.48267072, 4.88920507,
2.70209544, 4.53816184, 3.59243133, 4.11943261, 4.00961265]]),
array([[ 2.25848675, 1.51980573, 2.45132951, 3.07742658, 3.08940625,
2.40017746, 4.76906332, 4.8267661 , 4.4168492 , 3.09091121,
3.38860141, 3.70058019, 2.75107137, 3.53803321, 4.3737893 ]]),
array([[ 3.04605247, 2.8843283 , 0.48193338, 0.4834978 , 3.98935806,
2.80917606, 3.76639424, 2.63247636, 0.12836521, 0.05416588,
4.91048522, 1.27762655, 1.40939066, 1.22860739, 2.7908149 ]]),
array([[ 4.69010926, 0.03547711, 4.97958156, 0.39019707, 4.21083502,
2.32442727, 2.50873821, 1.98114627, 0.88867312, 4.62565697,
2.338182 , 1.29405354, 2.44030906, 3.56046712, 3.43421258]]),
array([[ 3.95152622, 0.78798495, 0.61428995, 0.83579989, 2.45836929,
1.71694555, 4.24688243, 1.98545339, 0.67551861, 2.41049704,
2.66214263, 4.53004948, 0.6614598 , 4.27773876, 3.70740693]])]
In [32]:
X.shape
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
<ipython-input-32-270dd209b8a9> in <module>()
----> 1 X.shape
AttributeError: 'list' object has no attribute 'shape'
In [7]:
print help(np.split)
Help on function split in module numpy.lib.shape_base:
split(ary, indices_or_sections, axis=0)
Split an array into multiple sub-arrays.
Parameters
----------
ary : ndarray
Array to be divided into sub-arrays.
indices_or_sections : int or 1-D array
If `indices_or_sections` is an integer, N, the array will be divided
into N equal arrays along `axis`. If such a split is not possible,
an error is raised.
If `indices_or_sections` is a 1-D array of sorted integers, the entries
indicate where along `axis` the array is split. For example,
``[2, 3]`` would, for ``axis=0``, result in
- ary[:2]
- ary[2:3]
- ary[3:]
If an index exceeds the dimension of the array along `axis`,
an empty sub-array is returned correspondingly.
axis : int, optional
The axis along which to split, default is 0.
Returns
-------
sub-arrays : list of ndarrays
A list of sub-arrays.
Raises
------
ValueError
If `indices_or_sections` is given as an integer, but
a split does not result in equal division.
See Also
--------
array_split : Split an array into multiple sub-arrays of equal or
near-equal size. Does not raise an exception if
an equal division cannot be made.
hsplit : Split array into multiple sub-arrays horizontally (column-wise).
vsplit : Split array into multiple sub-arrays vertically (row wise).
dsplit : Split array into multiple sub-arrays along the 3rd axis (depth).
concatenate : Join arrays together.
hstack : Stack arrays in sequence horizontally (column wise).
vstack : Stack arrays in sequence vertically (row wise).
dstack : Stack arrays in sequence depth wise (along third dimension).
Examples
--------
>>> x = np.arange(9.0)
>>> np.split(x, 3)
[array([ 0., 1., 2.]), array([ 3., 4., 5.]), array([ 6., 7., 8.])]
>>> x = np.arange(8.0)
>>> np.split(x, [3, 5, 6, 10])
[array([ 0., 1., 2.]),
array([ 3., 4.]),
array([ 5.]),
array([ 6., 7.]),
array([], dtype=float64)]
None
In [ ]:
Content source: jGaboardi/AAG_16
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