# test
# test
embedding_size = 300   # dimension of the word embedding

# some random word/GloVe vectors for demo purposes of dimension 300
w1 = Word('in', [0.0703125,0.0869141,0.0878906,0.0625,0.0693359,-0.108887,-0.081543,-0.154297,0.020752,0.131836,-0.11377,-0.0373535,0.0693359,0.078125,-0.103027,-0.0976562,0.0441895,0.102539,-0.060791,-0.0361328,-0.0454102,0.0473633,-0.120605,-0.0639648,0.0022583,0.0371094,-0.00291443,0.117676,0.0617676,0.0639648,0.0810547,-0.0688477,-0.0213623,0.0551758,-0.0854492,0.0688477,-0.12793,-0.0332031,0.0986328,0.175781,0.11084,-0.034668,-0.0471191,-0.00848389,0.0358887,0.103027,0.0269775,-0.0286865,-0.00512695,0.106445,0.0598145,0.0942383,0.0336914,-0.0270996,-0.0942383,0.00102997,-0.0483398,0.0344238,0.0810547,-0.113281,-0.0888672,0.0358887,-0.145508,-0.244141,-0.0615234,0.0529785,0.0568848,0.179688,0.0610352,0.0869141,0.124023,-0.0402832,0.022583,0.177734,-0.0296631,-0.0296631,0.117188,0.0311279,-0.0961914,0.0664062,0.00469971,-0.0800781,0.0629883,-0.0206299,-0.0546875,-0.135742,-0.0634766,0.0834961,-0.0639648,0.0214844,0.0771484,-0.0371094,-0.0336914,-0.183594,-0.0727539,0.0158691,0.0932617,-0.0615234,-0.0142212,-0.00344849,0.0111084,-0.158203,-0.0170898,0.00619507,-0.00872803,-0.0805664,-0.0152588,-0.0878906,0.003479,-0.0161133,-0.0123291,0.0976562,-0.139648,-0.0859375,-0.0268555,0.0539551,0.132812,0.112793,0.121094,0.0854492,-0.0071106,0.0446777,-0.145508,-0.00320435,-0.117676,-0.0654297,0.0712891,-0.0942383,-0.0302734,0.120117,0.0800781,-0.0947266,-0.162109,-0.0776367,0.0212402,-0.081543,0.00393677,-0.157227,-0.0981445,0.0397949,0.0393066,-0.00909424,0.103027,0.0678711,-0.0427246,0.0634766,-0.0490723,0.020874,-0.166992,0.0932617,0.09375,0.00686646,0.0537109,0.0524902,-0.0244141,-0.0324707,-0.0615234,-0.0055542,0.0961914,0.0378418,0.012207,-0.0439453,-0.00747681,0.105469,0.0203857,0.145508,0.0820312,0.00576782,0.00457764,-0.0927734,-0.138672,-0.057373,-0.0515137,-0.130859,-0.139648,-0.0205078,-0.0270996,0.0327148,0.10498,-0.00233459,-0.022583,0.00050354,-0.11084,0.0849609,-0.129883,-0.0174561,-0.000358582,0.10791,0.0888672,0.0446777,0.0251465,0.0238037,0.0810547,0.0236816,-0.109863,0.00537109,-0.0177002,-0.0339355,-0.032959,-0.164062,0.0957031,-0.0183105,0.00531006,-0.0344238,-0.0441895,-0.0664062,-0.0179443,-0.0296631,-0.00759888,-0.0512695,-0.0541992,0.0893555,-0.0717773,0.0152588,-0.0825195,-0.0317383,0.0356445,-0.0212402,-0.0593262,-0.0130615,0.046875,0.0230713,0.0209961,-0.0786133,-0.00805664,0.0195312,-0.0055542,0.0415039,0.027832,0.0136108,0.034668,-0.182617,0.120117,0.0742188,-0.0410156,-0.00994873,0.0429688,-0.0072937,0.123047,0.0576172,-0.0534668,-0.0322266,-0.00909424,-0.0466309,0.0439453,-0.0507812,0.0688477,0.00299072,-0.00418091,-0.0441895,0.0737305,-0.0127563,0.0673828,0.00628662,0.0751953,-0.0378418,0.00488281,0.0446777,-0.0673828,0.00970459,0.00473022,0.0205078,0.0712891,0.170898,0.173828,0.0556641,0.0913086,-0.0373535,0.0498047,-0.0393066,0.0441895,0.0625,0.048584,-0.0532227,0.0488281,-0.130859,-0.0289307,-0.0361328,-0.060791,-0.057373,0.123047,-0.0825195,-0.0119019,0.125,0.00135803,0.0639648,-0.106445,-0.143555,-0.0422363,0.0240479,-0.168945,-0.0888672,-0.0805664,0.0649414,0.0612793,-0.0473633,-0.0588379,-0.0476074,0.0144653,-0.0625])
w2 = Word('on', [0.0267334,-0.0908203,0.027832,0.204102,0.00622559,-0.090332,0.022583,-0.161133,0.132812,0.0610352,-0.0157471,0.0883789,0.0137939,0.0463867,-0.0559082,-0.0668945,0.0122681,0.136719,0.154297,-0.0461426,-0.0393066,-0.154297,-0.165039,0.10791,0.0332031,-0.0510254,0.0371094,0.101562,0.110352,0.0205078,0.0067749,0.00118256,-0.0125122,-0.125,0.0148315,-0.0268555,-0.0214844,0.0150757,0.138672,0.048584,-0.0766602,-0.116699,0.106934,0.041748,0.0128174,-0.00946045,-0.0289307,-0.0385742,0.243164,0.00952148,0.0220947,0.222656,0.00915527,-0.0454102,-0.0354004,0.140625,-0.18457,0.0776367,0.0415039,-0.0849609,-0.0991211,0.0583496,-0.0966797,-0.202148,-0.0140381,-0.00236511,0.147461,0.200195,0.0595703,0.154297,0.134766,0.00527954,0.125,0.0854492,-0.02771,-0.0581055,0.183594,0.00787354,-0.15332,0.124023,-0.0800781,-0.143555,0.149414,0.0145874,0.10791,-0.201172,-0.150391,0.0524902,0.0771484,0.0917969,-0.0380859,0.148438,0.0546875,-0.151367,0.0142822,-0.10498,0.019043,-0.0634766,0.0534668,0.0349121,0.139648,-0.133789,0.216797,-0.194336,-0.0583496,-0.134766,-0.265625,-0.104004,0.0354004,-0.21582,0.0825195,0.045166,-0.0698242,-0.0432129,0.0269775,-0.090332,0.00549316,0.0498047,-0.0356445,0.0598145,-0.149414,-0.0220947,-0.0332031,0.175781,-0.0664062,-0.0183105,0.0112915,-0.0422363,-0.0771484,0.0174561,-0.10498,-0.104492,-0.0473633,-0.029541,-0.0615234,-0.0507812,-0.0256348,-0.0952148,-0.0810547,-0.101562,0.202148,0.118652,-0.00282288,-0.0603027,0.0224609,0.130859,0.0805664,-0.154297,-0.0825195,0.160156,0.0578613,0.0976562,-0.0209961,-0.045166,-0.0732422,0.00436401,-0.0908203,0.019165,-0.0166016,-0.050293,0.0147095,-0.00415039,0.034668,0.057373,0.0800781,0.00622559,0.0639648,0.0245361,0.0317383,-0.125,-0.078125,-0.0245361,-0.0722656,-0.0864258,-0.0771484,0.043457,-0.000187874,-0.0114136,-0.0991211,0.0262451,0.0534668,0.0454102,-0.0712891,0.138672,0.0410156,0.0111694,-0.0153198,0.032959,0.182617,0.0174561,-0.0319824,0.10791,0.032959,-0.0351562,-0.217773,0.102051,-0.0292969,-0.000946045,-0.00714111,-0.0263672,0.0617676,-0.0169678,-0.0217285,-0.119141,0.00909424,0.103027,-0.00300598,0.149414,0.105957,-0.0402832,-0.0184326,0.0358887,-0.0380859,0.0568848,0.0153198,0.0197754,0.180664,0.00817871,-0.151367,0.0322266,0.157227,0.0507812,-0.0289307,0.0439453,-0.0585938,0.00309753,-0.0126343,0.161133,0.105957,-0.0339355,0.181641,-0.0446777,0.0341797,-0.0378418,-0.0088501,-0.0368652,0.0786133,0.0270996,0.0461426,0.0688477,0.0505371,-0.00174713,-0.136719,-0.15332,0.0986328,-0.161133,0.00662231,-0.0859375,-0.0175781,0.0407715,0.0299072,0.0114136,-0.0202637,-0.0644531,0.0174561,-0.128906,-0.000347137,0.0422363,0.0032959,0.122559,-0.0957031,0.0922852,0.10498,-0.124512,0.0358887,0.145508,-0.105469,0.0229492,-0.00836182,0.00463867,0.219727,-0.0495605,0.238281,-0.0583496,0.0483398,0.0605469,-0.0373535,-0.177734,0.0449219,-0.0422363,0.0825195,0.110352,-0.109375,0.0942383,-0.0722656,0.0490723,-0.158203,0.078125,0.029541,-0.121094,0.0268555,-0.0279541,0.0308838,0.0405273,-0.130859,0.0830078,0.0157471,-0.116699,-0.0294189,-0.0708008])
w3 = Word('at', [-0.0585938,-0.0375977,0.0727539,0.108887,0.0664062,0.048584,0.126953,-0.0581055,0.0688477,0.090332,-0.199219,-0.0407715,0.0446777,-0.0869141,-0.0544434,0.0358887,-0.0554199,0.113281,0.0737305,-0.0476074,-0.139648,-0.10498,0.0332031,0.00921631,-0.0476074,-0.0299072,-0.0888672,0.0742188,0.0537109,0.0111694,0.081543,-0.0922852,-0.223633,-0.166016,-0.0419922,-0.0102539,-0.0742188,-0.12793,0.0045166,0.0893555,-0.0299072,-0.172852,-0.0712891,-0.0761719,-0.0107422,0.0869141,-0.0551758,0.225586,0.0458984,0.169922,-0.0168457,0.147461,0.0116577,-0.0167236,-0.111328,0.0639648,-0.0742188,0.112305,-0.00787354,-0.100586,-0.28125,0.0163574,-0.0986328,-0.279297,-0.0844727,-0.0546875,0.102051,0.192383,0.078125,0.210938,0.112793,0.000145912,0.131836,0.0169678,0.106445,-0.0230713,-0.0732422,0.126953,-0.0957031,0.0498047,0.0634766,-0.00765991,0.136719,0.0913086,0.00430298,-0.0456543,0.133789,-0.0172119,-0.12207,0.0412598,-0.0986328,-0.0161133,-0.0162354,-0.100586,-0.175781,-0.050293,0.146484,0.0390625,-0.117676,-0.0476074,0.0961914,0.00366211,0.144531,-0.120605,-0.0272217,0.000968933,0.0712891,-0.0830078,-0.0583496,-0.0834961,0.138672,0.0270996,-0.118164,-0.0854492,-0.0159912,0.00872803,0.151367,-0.0062561,0.253906,0.0566406,-0.00193787,0.026001,0.0737305,-0.0583496,-0.0471191,-0.00196838,-0.0751953,-0.0556641,0.0283203,0.100098,-0.0166016,-0.251953,-0.0253906,-0.141602,-0.0027771,-0.0776367,0.0834961,-0.0493164,-0.141602,0.199219,0.0634766,0.0246582,0.00230408,-0.0864258,-0.0461426,0.0135498,0.0708008,-0.163086,-0.125977,0.0571289,-0.0344238,0.212891,-0.00160217,0.0737305,-0.0280762,-0.0883789,-0.125977,0.0144043,-0.015625,0.0756836,0.0688477,-0.0776367,-0.0275879,0.103516,0.0412598,0.117188,-0.0126953,0.0415039,-0.0305176,-0.0664062,-0.0688477,-0.0664062,0.0947266,-0.00260925,-0.172852,-0.202148,-0.013855,0.103027,0.0859375,0.0571289,-0.036377,0.10498,-0.0932617,0.065918,-0.0383301,-0.0629883,-0.00238037,0.111328,0.114258,-0.0756836,-0.0361328,0.00271606,-0.106445,0.0703125,-0.271484,0.0103149,-0.0128174,0.0703125,-0.0111084,-0.0737305,0.0786133,-0.0922852,-0.0216064,-0.0488281,0.03125,-0.131836,-0.00088501,0.199219,-0.111328,0.108398,0.0446777,-0.081543,-0.0893555,0.03125,-0.135742,0.0180664,0.0227051,-0.046875,-0.0957031,0.110352,0.0620117,0.181641,0.090332,-0.158203,0.102539,-0.106934,0.0264893,0.0202637,0.010376,-0.0952148,0.043457,-0.209961,-0.000865936,-0.0106812,-0.00564575,-0.0737305,0.0742188,0.102539,0.124023,0.154297,0.00445557,0.111328,-0.119141,-0.231445,0.0245361,0.00595093,0.0195312,-0.0324707,-0.150391,-0.115234,-0.146484,-0.0090332,0.0285645,-0.132812,0.152344,-0.0593262,0.0510254,0.113281,-0.115723,0.0561523,0.0810547,0.0167236,0.116211,0.027832,0.147461,0.0172119,0.090332,0.0761719,0.144531,-0.0245361,-0.052002,0.0471191,0.0722656,0.0917969,0.120117,-0.141602,-0.0228271,-0.124512,-0.0673828,-0.059082,-0.0375977,-0.0805664,-0.0693359,0.0524902,0.0820312,0.0194092,-0.0810547,-0.0932617,0.0683594,-0.0212402,-0.032959,0.0527344,-0.114258,0.1875,0.00296021,-0.00274658,-0.0471191,-0.10791,-0.0864258,-0.0319824])
w4 = Word('not',[0.0849609,-0.0952148,0.119141,0.111816,-0.111328,0.0498047,0.114258,-0.0986328,0.0996094,-0.0415039,0.0128784,-0.181641,-0.116211,0.0238037,-0.164062,0.126953,0.120605,0.00946045,0.0415039,-0.0952148,-0.129883,-0.115234,0.0751953,-0.0498047,0.065918,-0.0290527,-0.0898438,0.0844727,-0.0478516,-0.0270996,-0.103027,0.11084,0.0142212,-0.0986328,0.0412598,0.0722656,0.109863,0.0113525,-0.0148315,0.0456543,0.140625,0.146484,0.259766,-0.167969,-0.00145721,-0.0214844,0.0189209,0.0400391,0.0559082,0.0380859,0.00202942,0.0712891,-0.0524902,-0.027832,0.111328,0.119141,-0.0524902,-0.0791016,0.103027,-0.118164,0.0366211,0.136719,-0.090332,-0.0703125,-0.0390625,-0.0174561,-0.081543,0.242188,-0.180664,0.0957031,0.090332,0.199219,0.0473633,-0.0551758,-0.222656,-0.0742188,0.161133,0.104004,0.11377,0.112793,0.00497437,-0.0510254,0.0395508,0.0490723,-0.139648,-0.0888672,-0.113281,0.136719,-0.032959,-0.234375,0.109863,-0.0214844,-0.176758,-0.0308838,0.0603027,-0.173828,0.122559,0.106934,-0.0854492,0.0600586,-0.0791016,0.0515137,0.0250244,0.0883789,-0.0932617,-0.00817871,-0.0991211,-0.154297,0.0319824,-0.0272217,-0.177734,-0.0458984,-0.0878906,-0.00209045,0.133789,-0.0888672,0.0908203,-0.128906,-0.000522614,0.0986328,-0.130859,0.02771,0.0490723,0.0893555,-0.113281,-0.0410156,-0.0917969,-0.108398,0.0402832,-0.253906,-0.0292969,-0.106445,-0.0766602,-0.074707,-0.133789,-0.211914,0.0289307,0.0766602,0.0551758,0.0189209,0.0512695,-0.207031,0.196289,-0.0917969,-0.026123,0.0292969,0.02771,-0.200195,0.103027,0.0615234,0.0795898,0.116699,-0.0415039,-0.0551758,0.0932617,0.0737305,-0.0917969,-0.0424805,-0.0966797,0.059082,0.0957031,0.155273,0.0908203,0.0517578,0.0874023,-0.0893555,0.0952148,0.0820312,0.134766,-0.0908203,-0.0961914,-0.0390625,-0.118652,-0.0791016,-0.0883789,0.00372314,0.202148,-0.0834961,-0.081543,-0.11084,-0.11084,-0.0593262,0.102539,0.0534668,0.0109863,-0.0078125,-0.0378418,0.0483398,-0.0634766,0.205078,-0.0153809,-0.0211182,0.00436401,0.108398,0.123047,-0.026001,-0.00346375,-0.0125732,-0.0200195,-0.116211,0.0810547,0.0952148,-0.060791,0.202148,-0.0317383,0.0693359,-0.0654297,0.0205078,0.0290527,-0.0515137,-0.0598145,0.0142822,-0.0153198,-0.00619507,-0.236328,-0.00689697,0.183594,-0.11377,-0.11377,-0.0727539,-0.0478516,-0.0839844,-0.217773,-0.0354004,0.125977,-0.081543,0.170898,0.0708008,-0.0106812,0.0996094,0.120117,-0.0158691,-0.097168,0.0140991,0.105469,-0.0922852,-0.00302124,-0.164062,0.0698242,-0.147461,0.0419922,0.00708008,0.10498,-0.115234,0.0197754,-0.0332031,0.00909424,0.00823975,-0.00151825,-0.0996094,0.0339355,-0.0037384,0.277344,0.00643921,0.188477,0.0432129,0.0947266,0.0546875,-0.138672,-0.074707,0.0373535,-0.0644531,-0.251953,0.142578,-0.0473633,0.125977,-0.041748,-0.0566406,-0.00921631,-0.0235596,0.188477,0.110352,0.351562,0.0776367,-0.0981445,-0.0537109,-0.0358887,-0.166016,0.0324707,-0.0810547,0.0961914,-0.0135498,-0.0143433,0.129883,0.019165,0.00421143,-0.00360107,-0.174805,-0.0869141,0.0732422,-0.0664062,0.0344238,-0.00570679,-0.0332031,-0.000938416,0.0319824,0.0634766,-0.108887,0.0488281,-0.130859])
w5 = Word('be', [-0.228516,-0.0883789,0.12793,0.150391,-0.0732422,0.0864258,0.0639648,0.0966797,0.0583496,0.143555,-0.0292969,-0.186523,0.0119629,0.0495605,0.0732422,0.126953,0.0432129,0.124023,-0.0336914,0.00537109,0.0223389,-0.0605469,0.194336,-0.0038147,0.133789,-0.00405884,-0.205078,-0.0578613,0.129883,0.017334,-0.0961914,-0.0131836,-0.210938,0.155273,0.289062,-0.0727539,0.0537109,-0.0231934,0.0961914,0.00479126,0.242188,0.141602,0.0805664,-0.0678711,-0.0461426,-0.0913086,0.0563965,0.189453,0.00153351,0.0917969,0.108887,0.131836,0.0820312,-0.0698242,0.0688477,0.00124359,0.103516,-0.0378418,0.0458984,0.015625,-0.0766602,0.0163574,-0.0732422,0.0908203,-0.0864258,0.0424805,-0.0844727,0.197266,-0.0732422,0.167969,0.0397949,0.0898438,0.201172,-0.0505371,0.0456543,0.0184326,0.191406,0.078125,0.0234375,0.213867,0.123047,-0.173828,0.122559,-0.0673828,0.065918,0.0756836,-0.0366211,0.112305,0.105469,0.00396729,0.0147095,0.020752,0.0114746,-0.149414,0.109863,-0.0898438,0.0639648,0.0512695,-0.0444336,-0.0688477,-0.0361328,-0.0874023,0.0976562,0.114258,-0.216797,-0.10498,-0.128906,-0.161133,-0.0101929,-0.0090332,0.0893555,0.00570679,-0.0349121,-0.0810547,-0.0522461,-0.0996094,-0.0480957,-0.148438,0.233398,0.0839844,0.0595703,-0.11377,-0.078125,0.123047,-0.158203,0.0610352,0.0324707,0.0018158,0.164062,-0.0478516,0.090332,-0.0180664,-0.0625,-0.126953,-0.0693359,-0.0722656,0.00010252,-0.09375,-0.0441895,0.137695,0.143555,-0.0810547,0.0253906,0.041748,0.0195312,-0.104004,0.0322266,-0.0976562,-0.0996094,-0.0480957,-0.191406,0.10498,-0.0913086,-0.0273438,0.032959,-0.166992,-0.0683594,-0.205078,-0.0917969,-0.0255127,0.101074,0.109375,0.0805664,-0.0179443,0.059082,-0.0771484,-0.0412598,0.0424805,-0.0810547,0.0454102,-0.227539,-0.314453,-0.194336,-0.166992,-0.0839844,-0.124512,0.0180664,-0.102051,0.0683594,0.112305,0.0252686,-0.103027,-0.059082,0.213867,-0.133789,-0.0181885,-0.0126953,0.0119019,0.125977,0.175781,-0.00692749,0.0952148,0.0185547,-0.0568848,-0.11377,-0.114746,-0.140625,-0.102539,0.00714111,-0.0908203,0.110352,-0.0917969,-0.0598145,-0.0179443,-0.0751953,0.00334167,-0.108887,-0.0233154,0.148438,0.0400391,-0.0800781,-0.165039,0.101074,0.104492,-0.220703,0.0424805,0.114258,-0.167969,-0.120605,-0.0456543,-0.0424805,-0.214844,-0.0639648,-0.157227,0.15918,0.0241699,0.0422363,0.150391,0.105469,0.00230408,0.0654297,0.0262451,-0.12207,-0.0722656,0.226562,0.0189209,-0.213867,0.0490723,0.0913086,-0.00909424,0.0241699,0.0795898,0.138672,-0.0585938,-0.0791016,-0.0495605,-0.0554199,-0.0146484,-0.143555,0.0361328,-0.0507812,-0.0454102,-0.0603027,0.0617676,0.136719,0.0576172,0.0378418,0.126953,-0.032959,-0.112793,0.197266,-0.207031,-0.0996094,0.314453,0.0786133,0.265625,0.0397949,0.0839844,0.015564,-0.110352,0.191406,0.0976562,0.131836,0.164062,0.0366211,0.0145264,0.00836182,-0.213867,0.0595703,-0.0488281,0.134766,0.0388184,0.065918,-0.0375977,0.0854492,-0.0510254,-0.111816,-0.144531,0.100098,0.203125,-0.109863,0.0649414,0.117188,0.0454102,0.214844,0.0429688,-0.139648,-0.212891,0.188477,-0.145508])
w6 = Word('by', [-0.115723,-0.0314941,0.15918,0.138672,-0.00506592,0.0281982,-0.0339355,-0.115723,0.0324707,0.138672,-0.100098,-0.126953,-0.0395508,-0.0183105,0.000234604,-0.0805664,0.045166,0.0981445,-0.0566406,0.0600586,0.0888672,0.050293,-0.0164795,-0.0556641,0.213867,0.0142822,-0.131836,0.0319824,0.0311279,0.125977,-0.003479,-0.155273,-0.168945,0.140625,0.160156,-0.0375977,-0.0947266,-0.0390625,0.170898,-0.0512695,0.146484,0.0961914,-0.0266113,0.0390625,0.135742,0.0527344,-0.0415039,-0.052002,0.157227,0.09375,0.00567627,0.126953,-0.00531006,-0.0480957,0.0541992,0.166992,0.0385742,0.034668,-0.0981445,-0.074707,-0.133789,0.0269775,-0.104004,-0.0249023,-0.0771484,-0.0236816,-0.0012207,0.106445,0.0437012,0.196289,-0.0220947,-0.0795898,0.0249023,0.0388184,-0.0108032,0.226562,0.0869141,0.170898,0.0507812,0.0771484,-0.00130463,0.00643921,0.041748,0.0252686,0.0917969,-0.0800781,-0.0673828,0.0400391,-0.0351562,-0.0703125,-0.0947266,0.181641,-0.0756836,-0.0571289,0.287109,0.114258,-0.146484,-0.0161133,-0.00570679,-0.0432129,0.21875,-0.10791,-0.0515137,0.0957031,-0.0402832,0.115723,-0.0766602,0.0478516,0.0280762,-0.104004,0.0644531,0.048584,-0.0712891,0.0327148,-0.0673828,-0.081543,0.0437012,0.00109863,0.170898,0.198242,-0.123047,0.175781,-0.185547,-0.00793457,0.0617676,0.0334473,0.0571289,-0.00219727,0.199219,0.0654297,-0.00282288,0.0986328,0.00389099,-0.0878906,-0.0751953,0.0252686,-0.0612793,-0.0551758,-0.126953,-0.00601196,0.137695,-0.0334473,-0.0737305,0.078125,0.041748,-0.0593262,0.0588379,0.000926971,0.0864258,0.0917969,0.0539551,0.0415039,0.136719,0.189453,0.0844727,-0.146484,-0.0588379,-0.166016,0.0334473,0.00521851,-0.0098877,0.0830078,0.0495605,0.106445,-0.123047,-0.0114136,0.0107422,-0.074707,-0.0314941,0.0123901,-0.146484,-0.207031,-0.0688477,-0.157227,-0.194336,-0.0878906,-0.0454102,0.0854492,-0.0556641,-0.0834961,-0.0512695,-0.164062,-0.117188,0.112793,-0.0605469,0.0178223,-0.0341797,0.105957,0.0839844,0.0517578,0.0605469,0.0127563,-0.0101318,0.0294189,-0.0805664,-0.0976562,-0.00479126,0.0153198,-0.0216064,-0.032959,0.125,-0.0351562,-0.0786133,-0.015625,-0.012085,0.160156,0.0664062,0.0595703,0.0834961,-0.0869141,-0.0544434,-0.164062,0.097168,0.101562,0.00958252,0.0235596,0.0839844,-0.0419922,-0.0407715,0.0483398,-0.0246582,-0.0678711,0.0610352,-0.176758,0.0351562,0.0471191,0.0274658,0.140625,0.267578,-0.0512695,0.0942383,-0.0522461,0.03125,0.0336914,-0.0874023,-0.0908203,0.010376,0.111328,-0.0878906,0.0101318,-0.183594,-0.0625,0.201172,-0.00891113,0.0239258,0.130859,0.3125,0.0917969,-0.104492,0.0220947,0.0583496,-0.144531,-0.104492,0.0981445,0.0722656,-0.180664,0.115723,-0.0290527,0.0864258,-0.0908203,0.0751953,0.0673828,0.015564,0.112793,-0.0120239,0.128906,-0.0157471,0.138672,0.173828,0.00634766,0.0737305,0.0668945,-0.119141,0.0913086,0.0174561,-0.0888672,-0.0551758,-0.118652,0.123047,0.00561523,0.0341797,0.145508,-0.0583496,-0.0419922,0.157227,0.0693359,-0.142578,-0.0393066,0.081543,0.0603027,-0.121582,-0.074707,-0.0693359,0.0351562,-0.0322266,0.0476074,-0.212891,0.0262451,-0.0625,-0.0415039])
w7 = Word('are',[-0.0966797,-0.0263672,0.090332,0.0322266,-0.245117,0.0561523,0.0252686,-0.00939941,0.0549316,0.0612793,-0.0952148,0.0222168,-0.0197754,0.22168,-0.0424805,0.0166016,-0.0727539,0.376953,-0.209961,0.118652,-0.203125,-0.138672,-0.0114136,0.0175781,0.285156,0.114746,-0.15625,0.0712891,-0.0834961,-0.201172,-0.101074,-0.0742188,-0.142578,0.0322266,0.192383,0.074707,-0.0314941,-0.0296631,0.0893555,-0.0356445,0.322266,0.0361328,-0.00939941,0.105469,0.115234,-0.144531,0.000396729,0.0583496,-0.120605,-0.108398,-0.0109253,0.18457,-0.138672,-0.0341797,0.151367,-0.0332031,0.209961,-0.0194092,0.0184326,0.115234,-0.120605,0.145508,-0.162109,-0.0532227,-0.0698242,-0.109375,-0.126953,0.249023,-0.205078,0.0291748,0.020874,0.144531,0.0366211,-0.0179443,-0.0600586,-0.0927734,0.0471191,0.010376,0.0108643,0.277344,0.0441895,-0.15918,0.0952148,-0.176758,0.10498,0.074707,-0.251953,-0.0393066,0.123047,0.0256348,0.0055542,0.103516,-0.0152588,-0.144531,0.0869141,-0.0727539,0.104004,0.0230713,0.151367,0.0588379,0.0849609,-0.0849609,-0.0449219,0.150391,0.00558472,-0.129883,0.0568848,-0.0178223,0.164062,0.0196533,0.0412598,-0.00405884,-0.00274658,0.0942383,-0.132812,0.126953,0.15625,-0.196289,0.106934,0.0400391,0.0402832,0.179688,-0.0703125,0.0189209,0.0664062,0.00044632,-0.15332,0.0507812,0.0634766,0.0111084,0.204102,-0.206055,0.0644531,-0.155273,0.0222168,0.0136719,0.298828,-0.0585938,0.0976562,0.0090332,0.020752,0.0157471,0.326172,0.0284424,-0.0454102,0.0888672,0.120605,-0.125977,-0.0598145,-0.0264893,-0.177734,0.0913086,-0.0380859,-0.0952148,0.0273438,-0.019165,-0.110352,-0.230469,0.00202942,0.0603027,-0.100586,0.222656,-0.02771,0.0336914,0.144531,-0.0727539,-0.132812,-0.0162354,0.164062,-0.00854492,-0.466797,-0.345703,-0.111328,-0.0957031,0.0378418,-0.137695,-0.180664,0.0712891,0.15332,0.0683594,-0.122559,-0.0698242,0.0688477,0.00878906,0.0236816,-0.0698242,-0.0366211,0.0878906,0.121582,0.144531,0.0473633,-0.043457,-0.00671387,-0.121582,-0.279297,0.144531,0.0544434,-0.209961,-0.0893555,-0.0708008,0.176758,0.0195312,-0.101074,-0.0664062,-0.347656,0.100098,-0.0703125,-0.214844,-0.0155029,0.150391,0.0942383,-0.145508,0.11084,0.0791016,-0.0805664,0.150391,0.145508,-0.11377,-0.259766,-0.0678711,-0.0966797,-0.227539,-0.194336,-0.179688,0.107422,0.0177002,-0.12207,0.0539551,-0.125977,0.0839844,0.122559,0.0157471,-0.0854492,0.217773,0.192383,0.0324707,-0.078125,0.0101318,0.0107422,0.041748,0.065918,0.164062,0.045166,0.0195312,0.0617676,0.124023,0.0106812,0.231445,-0.202148,0.0766602,-0.0620117,-0.0795898,0.170898,0.0791016,-0.0178223,-0.0306396,0.0507812,0.163086,0.00866699,0.0546875,0.108398,-0.0825195,-0.0634766,0.283203,-0.0185547,0.416016,-0.261719,0.0251465,-0.0146484,-0.114746,0.164062,0.357422,0.074707,0.248047,0.0961914,0.149414,-0.0186768,-0.271484,-0.0541992,-0.0986328,0.0771484,-0.191406,-0.0142212,-0.128906,0.0546875,0.0664062,-0.172852,-0.0432129,0.142578,0.0996094,0.0241699,-0.123047,0.0314941,0.0393066,0.0322266,0.208008,-0.0559082,-0.0196533,0.213867,0.136719])
w8 = Word('have',[-0.139648,-0.034668,-0.0537109,0.179688,-0.0368652,-0.0257568,0.00485229,-0.0834961,0.00817871,0.324219,-0.0908203,-0.147461,-0.108398,0.057373,-0.0100708,-0.00238037,0.207031,0.0898438,-0.161133,-0.0393066,-0.103027,-0.0712891,0.15625,-0.229492,0.12793,0.0742188,-0.112305,-0.11377,0.0322266,-0.0126343,-0.00466919,0.074707,-0.114746,0.0378418,0.180664,-0.0339355,0.133789,-0.1875,-0.0554199,0.125977,0.150391,0.1875,-0.000602722,-0.0483398,-0.0454102,-0.131836,-0.0164795,0.0319824,0.118164,-0.0639648,-0.0527344,-0.0057373,-0.146484,-0.0588379,-0.0397949,0.0541992,0.0301514,-0.045166,0.0544434,-0.121094,-0.0385742,0.154297,-0.0184326,0.0111084,0.0186768,-0.0981445,-0.0247803,0.152344,-0.0708008,0.052002,-0.0244141,0.125,0.00228882,0.119629,-0.102539,-0.0238037,0.182617,0.188477,-0.0522461,0.074707,0.0568848,-0.0505371,0.0839844,0.046875,-0.0483398,-0.0688477,-0.267578,0.0227051,-0.158203,-0.0101929,-0.00994873,0.125977,-0.0581055,-0.133789,-0.0209961,-0.109863,0.00375366,0.0839844,-0.065918,-0.0306396,0.166016,-0.240234,0.0654297,0.0380859,-0.0522461,-0.0534668,-0.11377,-0.09375,0.176758,-0.0688477,-0.202148,0.0756836,-0.045166,-0.0805664,0.046875,-0.0505371,0.0991211,-0.0849609,0.0263672,-0.0211182,-0.0932617,-0.0388184,-0.0947266,0.125977,-0.201172,-0.145508,-0.0192871,-0.112305,0.0213623,-0.0771484,0.112305,-0.145508,-0.210938,-0.111816,0.00238037,-0.10791,0.123535,-0.0200195,-0.050293,-0.0108643,-0.0449219,-0.0422363,0.0324707,0.00177002,0.0266113,0.0227051,-0.0290527,-0.117188,-0.209961,0.0153198,-0.0839844,-0.0922852,-0.223633,-0.0913086,0.0703125,0.00866699,-0.146484,-0.149414,-0.0142212,0.0869141,0.0537109,0.100586,-0.0480957,0.09375,0.0883789,-0.154297,-0.0952148,-0.166992,-0.00156403,-0.0957031,-0.177734,-0.0429688,-0.257812,-0.0776367,-0.020874,-0.183594,-0.0849609,-0.0932617,0.0551758,-0.0620117,-0.0446777,-0.137695,0.149414,0.0996094,0.0356445,-0.214844,-0.026001,-0.0622559,0.115723,0.120605,0.00769043,0.0527344,0.0289307,-0.0284424,-0.0407715,-0.117188,0.125977,0.00331116,0.0339355,-0.183594,0.11377,0.15332,-0.0717773,-0.00643921,-0.0197754,-0.173828,-0.065918,-0.124512,0.0888672,0.0222168,-0.0410156,-0.0844727,0.060791,0.0986328,-0.131836,0.0101318,0.109863,-0.0820312,-0.108398,-0.0498047,-0.0668945,-0.0195312,-0.0371094,-0.0310059,0.0397949,-0.00952148,0.115723,0.0283203,0.0324707,-0.0383301,0.104492,-0.162109,0.0527344,0.0622559,0.0996094,0.0194092,-0.0556641,-0.109375,0.0869141,-0.154297,-0.09375,0.0800781,0.125,0.000272751,0.0976562,0.142578,0.0708008,0.078125,-0.144531,0.0229492,-0.0368652,0.0913086,0.114258,0.0493164,-0.0219727,-0.0105591,0.0388184,0.255859,-0.0766602,-0.12793,0.0717773,-0.0361328,-0.0122681,0.216797,0.041748,0.244141,-0.0825195,0.142578,0.0834961,0.0032959,0.21582,0.229492,0.130859,0.078125,-0.0883789,-0.0197754,0.0132446,-0.192383,0.0458984,-0.222656,-0.0180664,0.0493164,0.162109,0.0683594,0.0505371,0.000614166,-0.0737305,0.020874,0.0375977,0.178711,-0.0490723,0.0634766,0.0805664,0.0888672,0.0776367,-0.0466309,-0.0717773,-0.118164,-0.00245667,-0.0722656])
w9 = Word('he', [0.192383,0.12793,-0.019165,-0.0292969,0.0310059,-0.0844727,-0.0996094,-0.0534668,0.165039,-0.0336914,-0.0151978,-0.183594,0.0605469,-0.0446777,-0.285156,0.043457,-0.0310059,0.0722656,0.10498,-0.020874,-0.00720215,0.124512,0.0166016,-0.00549316,-0.0644531,-0.166992,-0.116211,-0.0262451,0.18457,0.0371094,0.0238037,0.163086,-0.0140381,0.0245361,0.0844727,-0.0307617,0.148438,-0.00891113,0.0373535,0.0206299,0.283203,-0.0424805,0.302734,0.0109863,0.0480957,0.126953,-0.124023,0.0290527,0.0473633,0.0673828,0.134766,0.0849609,-0.0314941,-0.108398,-0.0446777,-0.0268555,-0.019043,-0.0634766,-0.027832,-0.115723,0.212891,0.212891,-0.0116577,0.0187988,0.0578613,0.0664062,-0.046875,-0.0791016,-0.0123901,0.125977,0.065918,-0.000999451,0.0291748,0.0361328,-0.120605,-0.111328,0.140625,0.103027,0.0522461,0.00811768,0.128906,-0.140625,0.0429688,-0.115723,-0.0585938,-0.0981445,0.00805664,0.150391,-0.0432129,-0.0849609,-0.0888672,0.134766,-0.0385742,-0.10498,-0.118652,-0.0551758,0.11377,0.03125,0.0067749,-0.141602,-0.175781,-0.0947266,0.0244141,0.020752,-0.078125,-0.0187988,-0.0119629,-0.108398,-0.00430298,-0.101074,-0.129883,0.0233154,-0.03125,-0.0544434,0.0186768,-0.0461426,-0.0898438,-0.105957,0.158203,-0.0218506,-0.178711,-0.0144653,-0.0512695,0.0703125,-0.244141,-0.177734,0.0742188,-0.045166,-0.019043,-0.0683594,-0.166016,-0.0913086,-0.145508,-0.211914,-0.103027,-0.0800781,-0.0585938,0.191406,-0.0250244,0.207031,0.0380859,-0.00952148,0.0419922,0.0072937,0.00772095,0.0231934,-0.140625,-0.130859,-0.155273,0.150391,0.0289307,0.12793,-0.257812,0.0203857,-0.0505371,-0.00680542,-0.0820312,-0.143555,0.0634766,0.0375977,0.0698242,0.101074,0.12793,0.136719,-0.0874023,-0.00714111,0.050293,0.00361633,0.212891,-0.114258,0.010376,-0.0220947,-0.169922,-0.132812,-0.00364685,-0.03125,0.0529785,-0.150391,0.00610352,-0.0224609,-0.11377,0.0241699,0.0395508,-0.0339355,-0.00848389,-0.0327148,0.0305176,0.160156,0.0683594,-0.078125,0.0454102,0.222656,0.0546875,0.211914,0.0444336,-0.020874,-0.160156,-0.0025177,-0.0654297,-0.15918,-0.138672,-0.0120239,0.120605,-0.013855,0.194336,-0.115234,-0.0300293,0.0654297,0.0219727,-0.09375,0.0722656,-0.177734,-0.00842285,-0.12793,-0.227539,0.0336914,0.0422363,0.0375977,-0.143555,-0.0180664,0.0527344,0.020752,-0.0327148,-0.0250244,0.337891,-0.0986328,0.12793,0.0917969,0.0913086,-0.00448608,0.00753784,-0.0541992,0.0299072,-0.11377,0.181641,-0.00415039,-0.201172,-0.0140991,0.0189209,-0.0932617,0.00692749,-0.041748,-0.102539,-0.0366211,-0.0305176,-0.0397949,-0.0175781,-0.0218506,0.10791,0.0212402,0.118652,0.00390625,-0.0429688,-0.00023365,0.111816,0.114258,0.0385742,-0.0385742,-0.146484,-0.0532227,0.0512695,-0.00576782,-0.186523,0.103027,0.137695,0.0566406,0.0020752,-0.0137329,0.0268555,-0.0177002,0.191406,0.00415039,0.114746,-0.0106201,-0.081543,-0.0991211,0.0194092,-0.191406,-0.0378418,-0.0771484,0.0761719,-0.0197754,0.164062,0.0825195,-0.0253906,-0.00970459,0.00294495,-0.0761719,0.0314941,0.125,-0.0617676,-0.043457,-0.11377,-0.00872803,-0.12793,0.107422,0.00411987,-0.172852,0.123047,-0.160156])

# create some artificial sentences using these words
sentence1 = Sentence([w1, w2, w3, w4, w5, w6, w7, w8, w9])
sentence2 = Sentence([w2, w3, w1])
sentence3 = Sentence([w3, w1, w2])

# calculate and display the result
sentence_vectors = sentence_to_vec([sentence1, sentence2, sentence3], embedding_size)
# all vectors
print(sentence_vectors)

# or just the vector for the first sentence
print(sentence_vectors[0])