t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections
https://doi.org/10.1109/TVCG.2020.2986996
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118 KiB
1 lines
118 KiB
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array([[-14.45887269, 60.94301534],\n [-14.46983113, 60.95037311],\n [-14.46491647, 60.98684318],\n ...,\n [ 18.25294505, -53.41809452],\n [-14.46497428, 60.95293815],\n [-14.46712863, 60.92656862]]), array([[ 1.92127426, -60.3426664 ],\n [ 1.92198757, -60.32550626],\n [ 1.92140083, -60.33907263],\n ...,\n [ -1.91921818, 60.315182 ],\n [ 1.91990172, -60.32334187],\n [ 1.92022773, -60.32530455]]), array([[ 6.46991123, -60.42082286],\n [ 6.46920964, -60.4247811 ],\n [ 6.46889272, -60.4174712 ],\n ...,\n [ -6.46960261, 60.39292033],\n [ 6.46928139, -60.40472547],\n [ 6.46829051, -60.41648163]]), array([[ 1.92044111, -61.35776507],\n [ 1.91958818, -61.37127724],\n [ 1.92095822, -61.37470461],\n ...,\n [ -1.91953556, 61.35394432],\n [ 1.92034964, -61.34904768],\n [ 1.9204055 , -61.35034906]]), array([[ -3.8975048 , -61.41112454],\n [ -3.89614413, -61.40607505],\n [ -3.89916518, -61.41678965],\n ...,\n [ 3.89547422, 61.38751081],\n [ -3.895299 , -61.41187243],\n [ -3.89662096, 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1.9936724 , -61.21436586]]), array([[ -4.18800084, -61.52408742],\n [ -4.18759073, -61.51195045],\n [ -4.18888127, -61.51586056],\n ...,\n [ 4.18717196, 61.49091541],\n [ -4.1877075 , -61.51375109],\n [ -4.18757386, -61.50629689]]), array([[-11.12990939, -60.85838371],\n [-11.12636311, -60.85322724],\n [-11.12894659, -60.86037403],\n ...,\n [ 11.12611741, 60.84878784],\n [-11.12730411, -60.86207482],\n [-11.12444818, -60.85238122]]), array([[ 11.83907175, -60.94016519],\n [ 11.83812229, -60.91303041],\n [ 11.84083219, -60.94657249],\n ...,\n [-11.83792391, 60.93041495],\n [ 11.83920941, -60.9159044 ],\n [ 11.83616669, -60.926539 ]]), array([[ 26.69379339, -56.13329395],\n [ 26.69881223, -56.13440816],\n [ 26.70530243, -56.17943047],\n ...,\n [-26.68481298, 56.13995496],\n [ 26.69127977, -56.13172502],\n [ 26.68856006, -56.13921691]]), array([[ 13.83607014, -56.7376061 ],\n [ 13.82531599, -56.69204435],\n [ 13.82584116, -56.71672264],\n ...,\n [ -8.06219826, 54.13402285],\n [ 13.82241115, -56.72150264],\n [ 13.82956445, -56.68490505]]), array([[ -5.6170445 , -58.30383508],\n [ -5.61538247, -58.27914477],\n [ -5.62062126, -58.33364747],\n ...,\n [ 5.61130563, 58.28233101],\n [ -5.61948368, -58.31974522],\n [ -5.61339855, -58.27940823]]), array([[-14.81135747, 61.08976951],\n [-14.80511058, 61.08923764],\n [-14.81246304, 61.10719772],\n ...,\n [ 18.42703404, -53.2295468 ],\n [-14.80998337, 61.09108798],\n [-14.80409479, 61.05225597]]), array([[ 1.97413232, -60.35080887],\n [ 1.9741265 , -60.30195823],\n [ 1.97424691, -60.35559857],\n ...,\n [ -1.97307109, 60.31901271],\n [ 1.97408707, -60.3592416 ],\n [ 1.97388505, -60.31666196]]), array([[ 6.09848411, -60.55583113],\n [ 6.09666836, -60.58071408],\n [ 6.10013851, -60.56054648],\n ...,\n [ -6.09510141, 60.55902502],\n [ 6.09695639, -60.54867722],\n [ 6.09486199, -60.54106639]]), array([[ 2.03133368, -61.33008971],\n [ 2.03116804, -61.29453968],\n [ 2.03140461, -61.33164667],\n ...,\n [ -2.03028933, 61.28741367],\n [ 2.0311859 , -61.32407733],\n [ 2.03151302, -61.28416505]]), array([[ -4.10852495, -61.53379413],\n [ -4.1076273 , -61.49858823],\n [ -4.10849683, -61.5478442 ],\n ...,\n [ 4.1067909 , 61.49000212],\n [ -4.10749499, -61.52589104],\n [ -4.10473722, -61.49841811]]), array([[-10.97178781, -60.64119586],\n [-10.96359186, -60.64895604],\n [-10.96825736, -60.64676544],\n ...,\n [ 10.95641723, 60.64274297],\n [-10.96600106, -60.64048245],\n [-10.96267781, -60.64259964]]), array([[ 12.2195994 , -60.79250275],\n [ 12.21921404, -60.8005347 ],\n [ 12.21636443, -60.8076773 ],\n ...,\n [-12.21536122, 60.7721723 ],\n [ 12.21785273, -60.79884292],\n [ 12.2161101 , -60.78481439]]), array([[ 28.09696889, -55.46146101],\n [ 28.09079109, -55.4350444 ],\n [ 28.10180482, -55.48340874],\n ...,\n [-28.08255762, 55.44908483],\n [ 28.08389209, -55.44221923],\n [ 28.09194911, -55.43936003]]), array([[ -4.23648164, -3.3007904 ],\n [ 8.04769333, -4.99325603],\n [ -6.08836102, -22.33165087],\n ...,\n [ 4.62447126, 14.82643277],\n [ 5.60147523, -17.62410852],\n [ 4.36457764, -0.08860134]]), array([[ 7.79398675, -8.47304263],\n [ -3.84738182, -1.7940608 ],\n [ 3.91081645, -18.06282589],\n ...,\n [ 9.92672087, 9.28850124],\n [ -5.38472971, -13.78090626],\n [ -1.49407177, -2.86964876]]), array([[-19.00385875, 2.38182639],\n [ -5.83510254, 5.53924798],\n [-11.55030245, 11.75944555],\n ...,\n [ 10.70254292, -3.55667567],\n [ -2.41770153, 9.0965503 ],\n [ -7.43028768, 3.38311434]]), array([[-15.38165446, 0.26073581],\n [ -0.17709948, -5.17358732],\n [-15.17409569, -2.8746838 ],\n ...,\n [ 8.61456121, 11.19239942],\n [ -8.54545182, -10.66498084],\n [ -0.46345009, -5.09988292]]), array([[ -8.12855039, -10.78528205],\n [ -4.29260224, 0.7365351 ],\n [ -5.05105337, -13.87154711],\n ...,\n [ 1.46761986, 6.10353333],\n [ -0.43536345, -7.08844443],\n [ -4.73425267, -0.02638186]]), array([[ -4.0501364 , -12.39076142],\n [ -7.08687623, -0.57644147],\n [ 0.24262222, -11.12824781],\n ...,\n [ 4.6115163 , 4.50292856],\n [ -2.80974709, -7.52341453],\n [ -7.15780722, -1.4882269 ]]), array([[ 1.13365416, -14.31399149],\n [ -7.34059829, 4.16070843],\n [ 2.39640245, -11.37564949],\n ...,\n [ 0.41228129, 4.88410441],\n [ -2.0724519 , -8.16144902],\n [ -6.05736135, 2.32513271]]), array([[ -1.42920389, -11.77967278],\n [ -6.4208836 , -3.79543233],\n [ 2.35397846, -11.36751645],\n ...,\n [ 1.12140714, 5.48514171],\n [ 0.51470913, -7.24735142],\n [ -6.81050641, -4.4610075 ]]), array([[ 0.15569585, -12.8679056 ],\n [ -7.65489815, -1.66325247],\n [ 6.01816145, -12.05367699],\n ...,\n [ 0.0469543 , 4.09947791],\n [ 4.47909672, -7.28101953],\n [ -6.96327028, -2.20176495]]), array([[ 2.38507165, -8.62922788],\n [ 8.31585108, -0.01236455],\n [ 1.90373945, -7.54655155],\n ...,\n [-8.93115342, 4.14038628],\n [ 4.4459946 , -4.36914208],\n [ 8.29606545, -0.28302367]]), array([[ 14.33509375, -66.93676957],\n [ 14.34133409, -66.93887429],\n [ 14.33606398, -66.94981317],\n ...,\n [ -6.36302798, 64.28102102],\n [ 14.33787676, -66.93834157],\n [ 14.33785721, -66.96951773]]), array([[ -6.15406687, -68.55505277],\n [ -6.14706042, -68.5310693 ],\n [ -6.15518554, -68.54610341],\n ...,\n [ 6.15019704, 68.51390215],\n [ -6.15229488, -68.50973095],\n [ -6.14708316, -68.51261409]]), array([[-38.39859597, 62.4374865 ],\n [-38.39047154, 62.44089773],\n [-38.39952742, 62.42221839],\n ...,\n [ 40.42527918, -53.40540251],\n [-38.38754889, 62.42871979],\n [-38.39577516, 62.41960027]]), array([[ 3.12829743, -71.08035167],\n [ 3.12787707, -71.07663714],\n [ 3.12729362, -71.11727926],\n ...,\n [ -3.12435692, 71.07140228],\n [ 3.12737896, -71.1035546 ],\n [ 3.12729119, -71.08985956]]), array([[ 7.53452711, -71.36208418],\n [ 7.53284303, -71.38642473],\n [ 7.5362081 , -71.36416013],\n ...,\n [ -7.53124097, 71.34726311],\n [ 7.53496687, -71.35737864],\n [ 7.53290488, -71.36613857]]), array([[ 2.3612131 , -72.35133314],\n [ 2.36044787, -72.3340799 ],\n [ 2.36106027, -72.34757768],\n ...,\n [ 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15.81052234, -66.68881428],\n [ 15.81573603, -66.71601844],\n ...,\n [ -9.14490173, 63.79879645],\n [ 15.81015566, -66.68293702],\n [ 15.8114375 , -66.69518352]]), array([[ -6.44092292, -68.62919957],\n [ -6.43472709, -68.62469917],\n [ -6.44080205, -68.64229475],\n ...,\n [ 6.43618816, 68.59743738],\n [ -6.43737553, -68.60759843],\n [ -6.43650698, -68.6253184 ]]), array([[-17.13845634, 71.71917615],\n [-17.13120044, 71.6982455 ],\n [-17.13802311, 71.70850696],\n ...,\n [ 21.6799609 , -63.06062856],\n [-17.13367339, 71.69728699],\n [-17.12853574, 71.69929897]]), array([[ 2.26657501, -71.18565355],\n [ 2.26585739, -71.14185451],\n [ 2.26635907, -71.16592491],\n ...,\n [ -2.26527958, 71.14667949],\n [ 2.26588528, -71.16723053],\n [ 2.26532075, -71.14447768]]), array([[ 7.64033955, -71.312104 ],\n [ 7.63747059, -71.30354174],\n [ 7.64116869, -71.32041305],\n ...,\n [ -7.63808976, 71.2895834 ],\n [ 7.6398264 , -71.30099585],\n [ 7.63847997, -71.2875193 ]]), array([[ 2.26568046, 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array([[ 17.27022439, -66.39111596],\n [ 17.27399655, -66.40033276],\n [ 17.27408122, -66.42102671],\n ...,\n [-10.41431956, 63.35919576],\n [ 17.27224547, -66.36719215],\n [ 17.27322523, -66.37717066]]), array([[ -6.41339219, -68.37134402],\n [ -6.41280458, -68.34825699],\n [ -6.41270977, -68.37974992],\n ...,\n [ 6.41040495, 68.35029764],\n [ -6.41283214, -68.38823162],\n [ -6.41133835, -68.34517035]]), array([[-16.78374406, 71.67245637],\n [-16.78042869, 71.66299767],\n [-16.78532155, 71.67033891],\n ...,\n [ 21.44999904, -63.34326512],\n [-16.78179219, 71.67499566],\n [-16.77889761, 71.65184298]]), array([[ 2.57278435, -70.94238593],\n [ 2.57221259, -70.92986451],\n [ 2.5729322 , -70.95122864],\n ...,\n [ -2.57152259, 70.91119654],\n [ 2.57242385, -70.9376481 ],\n [ 2.57221279, -70.91871424]]), array([[ 7.41348142, -71.57886823],\n [ 7.40954827, -71.55593053],\n [ 7.41068182, -71.58972227],\n ...,\n [ -7.40946336, 71.53816892],\n [ 7.40990495, -71.57797166],\n [ 7.40920069, 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7.48734269, -71.42711585],\n [ 7.48750952, -71.41490364]]), array([[ 2.33052457, -72.27842086],\n [ 2.33031199, -72.25080202],\n [ 2.329881 , -72.26994246],\n ...,\n [ -2.33004476, 72.25558785],\n [ 2.33018311, -72.2730723 ],\n [ 2.33088339, -72.24608874]]), array([[ -4.96245135, -72.63037786],\n [ -4.96098709, -72.6306895 ],\n [ -4.96280182, -72.63505251],\n ...,\n [ 4.96139002, 72.6168253 ],\n [ -4.96238944, -72.62005428],\n [ -4.96138118, -72.62405296]]), array([[-12.99461649, -71.81805819],\n [-12.99035687, -71.84315183],\n [-12.99325691, -71.81616333],\n ...,\n [ 12.98825696, 71.77957926],\n [-12.98946993, -71.81133943],\n [-12.9902518 , -71.81641989]]), array([[ 14.35289964, -71.81839934],\n [ 14.35173519, -71.82626897],\n [ 14.35497363, -71.82916771],\n ...,\n [-14.35171604, 71.82734483],\n [ 14.35313744, -71.81830878],\n [ 14.35378789, -71.82079897]]), array([[ 32.95111442, -65.77285531],\n [ 32.95089679, -65.76533314],\n [ 32.96108104, -65.77712229],\n ...,\n [-32.93888754, 65.74335295],\n [ 32.9538151 , -65.7739221 ],\n [ 32.95220832, -65.74526496]]), array([[ 16.11023494, -66.75383872],\n [ 16.09903411, -66.73013199],\n [ 16.1081681 , -66.7592194 ],\n ...,\n [ -9.406959 , 63.76327453],\n [ 16.09660386, -66.74822591],\n [ 16.09626839, -66.74088651]]), array([[ -6.44153447, -68.58606746],\n [ -6.4380795 , -68.54812748],\n [ -6.44154224, -68.59234081],\n ...,\n [ 6.43862773, 68.55519644],\n [ -6.44009955, -68.57368586],\n [ -6.43643449, -68.54375128]]), array([[-18.02206022, 71.79499152],\n [-18.02497974, 71.77774312],\n [-18.02376592, 71.79522431],\n ...,\n [ 22.20037673, -62.39626502],\n [-18.01866118, 71.79453537],\n [-18.02399938, 71.76608813]]), array([[ 2.6016604 , -71.20546252],\n [ 2.60157101, -71.2158812 ],\n [ 2.6020565 , -71.2294183 ],\n ...,\n [ -2.60078744, 71.19491798],\n [ 2.60244616, -71.19037898],\n [ 2.60141324, -71.20578451]]), array([[ 7.33557748, -71.39711239],\n [ 7.33508785, -71.41652807],\n [ 7.3384304 , -71.44951719],\n ...,\n [ 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-65.53840402],\n ...,\n [-33.23821957, 65.52807494],\n [ 33.25082736, -65.54611394],\n [ 33.23594108, -65.53534259]]), array([[ 16.4381953 , -66.67813254],\n [ 16.43832665, -66.69900295],\n [ 16.43649115, -66.66585595],\n ...,\n [ -9.15317232, 63.9218768 ],\n [ 16.43440351, -66.67206378],\n [ 16.43787893, -66.68586012]]), array([[ -6.57511673, -68.70630423],\n [ -6.5772669 , -68.7080954 ],\n [ -6.57486478, -68.68635497],\n ...,\n [ 6.57344265, 68.71550348],\n [ -6.5739754 , -68.70717131],\n [ -6.57485524, -68.70332588]]), array([[-17.66531654, 71.82473005],\n [-17.6619152 , 71.80607567],\n [-17.67170525, 71.82559071],\n ...,\n [ 22.11624653, -62.95849352],\n [-17.66842766, 71.79989899],\n [-17.66116208, 71.80772274]]), array([[ 2.54494074, -71.23964551],\n [ 2.54501208, -71.2089736 ],\n [ 2.54520356, -71.24922618],\n ...,\n [ -2.54406634, 71.19185337],\n [ 2.54486611, -71.21124624],\n [ 2.54486556, -71.2177909 ]]), array([[ 7.54521769, -71.32665967],\n [ 7.54290326, -71.35968693],\n [ 7.54401069, -71.34916564],\n ...,\n [ -7.5421548 , 71.33162489],\n [ 7.54325378, -71.33502594],\n [ 7.54128797, -71.35792999]]), array([[ 2.26913157, -72.28352094],\n [ 2.26987388, -72.26745153],\n [ 2.26927908, -72.28195239],\n ...,\n [ -2.26817907, 72.23396188],\n [ 2.26857392, -72.26415776],\n [ 2.26934736, -72.25042232]]), array([[ -5.00218097, -72.42564666],\n [ -5.00074972, -72.40035702],\n [ -5.00275709, -72.41353168],\n ...,\n [ 5.00147813, 72.41209879],\n [ -5.00155955, -72.3930306 ],\n [ -5.00184083, -72.43769357]]), array([[-13.81817831, -71.62729686],\n [-13.81233307, -71.63955859],\n [-13.81926127, -71.6501067 ],\n ...,\n [ 13.81107162, 71.60979523],\n [-13.81633562, -71.61026845],\n [-13.81320092, -71.61489568]]), array([[ 14.73873715, -71.73863755],\n [ 14.73509153, -71.71859191],\n [ 14.73968172, -71.73571473],\n ...,\n [-14.73501698, 71.71010424],\n [ 14.73787695, -71.71157069],\n [ 14.73338159, -71.7274737 ]]), array([[ 33.27236273, -65.64948172],\n [ 33.25745482, -65.64709196],\n [ 33.28244236, -65.64813222],\n ...,\n [-33.25997435, 65.63643287],\n [ 33.25929065, -65.63627037],\n [ 33.25707742, -65.62464019]]), array([[ 16.56671037, -66.26713572],\n [ 16.56506496, -66.24864332],\n [ 16.56769182, -66.26289334],\n ...,\n [ -8.11617378, 63.8694439 ],\n [ 16.55902226, -66.2655605 ],\n [ 16.55840095, -66.24555941]]), array([[ -6.34456116, -68.59746531],\n [ -6.34247646, -68.60134615],\n [ -6.34797898, -68.60121324],\n ...,\n [ 6.34286112, 68.59394459],\n [ -6.34564627, -68.60550641],\n [ -6.34276368, -68.62040115]]), array([[-18.68394223, 71.48299975],\n [-18.68876679, 71.45270008],\n [-18.68129724, 71.46800962],\n ...,\n [ 22.9822352 , -62.55051227],\n [-18.68532823, 71.46517462],\n [-18.68551345, 71.44835495]]), array([[ 2.35421101, -71.16355853],\n [ 2.35450265, -71.1409527 ],\n [ 2.35450183, -71.15349123],\n ...,\n [ -2.35331693, 71.1468783 ],\n [ 2.35406753, -71.16735082],\n [ 2.35432481, -71.13415351]]), array([[ 7.41085774, -71.41161302],\n [ 7.41219823, -71.4121024 ],\n [ 7.41276185, -71.41235552],\n ...,\n [ -7.40633219, 71.39363329],\n [ 7.41058279, -71.41473427],\n [ 7.40942463, -71.39491424]]), array([[ 2.3545441 , -72.28663586],\n [ 2.35445779, -72.25254115],\n [ 2.3550871 , -72.28366611],\n ...,\n [ -2.35454549, 72.2595337 ],\n [ 2.3540158 , -72.25913128],\n [ 2.35460602, -72.25505009]]), array([[ -4.94646278, -72.61646312],\n [ -4.94582915, -72.60414945],\n [ -4.94740214, -72.59972321],\n ...,\n [ 4.94450463, 72.57587351],\n [ -4.94569616, -72.59196882],\n [ -4.94413211, -72.59908655]]), array([[-13.13565686, -71.8602658 ],\n [-13.13941452, -71.85079638],\n [-13.1355372 , -71.85501241],\n ...,\n [ 13.13489257, 71.83424931],\n [-13.13371479, -71.84855049],\n [-13.13419554, -71.84758623]]), array([[ 13.98596573, -71.95950559],\n [ 13.98603218, -71.95025445],\n [ 13.98494407, -71.96098849],\n ...,\n [-13.97846726, 71.93902949],\n [ 13.98307404, -71.93673837],\n [ 13.98110408, -71.93211827]]), array([[ 31.54600159, 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array([[ 7.19426659, -71.46926098],\n [ 7.19558452, -71.4627122 ],\n [ 7.19487756, -71.46286411],\n ...,\n [ -7.19369933, 71.45139099],\n [ 7.19485262, -71.45953957],\n [ 7.19608451, -71.46767448]]), array([[ 2.3974464 , -72.34746029],\n [ 2.39681581, -72.3504447 ],\n [ 2.39731461, -72.36581965],\n ...,\n [ -2.396353 , 72.3306722 ],\n [ 2.3970877 , -72.36009978],\n [ 2.39704918, -72.3445315 ]]), array([[ -4.85126786, -72.6182378 ],\n [ -4.84878737, -72.61213923],\n [ -4.84942064, -72.61106541],\n ...,\n [ 4.84682159, 72.57448603],\n [ -4.84884584, -72.59506113],\n [ -4.84823345, -72.59109947]]), array([[-12.91426083, -71.73841201],\n [-12.9143018 , -71.72029224],\n [-12.9146689 , -71.73934126],\n ...,\n [ 12.91484218, 71.70859279],\n [-12.91605703, -71.73677568],\n [-12.91628923, -71.69381814]]), array([[ 14.44313331, -71.82830715],\n [ 14.43973529, -71.80732829],\n [ 14.44403101, -71.81456088],\n ...,\n [-14.44517746, 71.77294843],\n [ 14.44066583, -71.80748526],\n [ 14.44140156, -71.82982956]]), array([[ 33.18524837, -65.51728616],\n [ 33.18334083, -65.50671582],\n [ 33.19173518, -65.50450932],\n ...,\n [-33.18364709, 65.51343265],\n [ 33.18170089, -65.50903221],\n [ 33.18777044, -65.50808527]]))"}} |