UMAP
10 Credit Royalty
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
Language
Python 3.x
Metrics
API Calls - 158
Avg call duration -
N/A
Permissions
The MIT License is a permissive free software license originating at the Massachusetts Institute of Technology (MIT).
Learn More
This algorithm uses advanced GPU features.
Run an Example
Input
Output
[
[
62.07514190673828,
62.86312484741211
],
[
59.98466873168945,
55.88031768798828
],
[
61.02358627319336,
59.4400520324707
],
[
62.08712387084961,
62.85269927978515
],
[
63.84070587158203,
57.40361404418945
],
[
63.09123611450195,
63.53516387939453
],
[
60.397705078125,
61.96990966796875
],
[
62.834922790527344,
60.20927810668945
],
[
60.021759033203125,
61.75430679321289
],
[
60.15346908569336,
55.99378967285156
],
[
63.20479965209961,
59.75543212890625
],
[
64.68875122070312,
60.191192626953125
],
[
57.76304626464844,
58.40934371948242
],
[
57.70762252807617,
59.42490005493164
],
[
58.17439270019531,
58.92073822021485
],
[
59.00984191894531,
61.34663772583008
],
[
64.71559143066406,
62.5670280456543
],
[
62.02532958984375,
58.46981048583984
],
[
61.95890808105469,
57.59886169433594
],
[
58.41008758544922,
57.97920227050781
],
[
58.18641662597656,
58.88841247558594
],
[
57.47360610961914,
56.70927810668945
],
[
58.026519775390625,
58.18610000610352
],
[
63.80585861206055,
59.83563995361328
],
[
61.78371047973633,
61.71258163452149
],
[
64.63365173339844,
63.26233673095703
],
[
61.90655899047851,
62.02614212036133
],
[
62.43599319458008,
63.75666809082031
],
[
63.69500732421875,
60.02511978149414
],
[
60.81916809082031,
58.82536697387695
],
[
63.16875457763672,
59.316158294677734
],
[
61.3951301574707,
57.70640182495117
],
[
61.3829345703125,
60.528133392333984
],
[
64.04866027832031,
63.09663772583008
],
[
60.8203125,
58.11754608154297
],
[
62.12386322021485,
62.13118743896485
],
[
59.1354866027832,
60.93940734863281
],
[
63.28413391113281,
58.041847229003906
],
[
61.40616607666016,
60.43104934692383
],
[
59.97654342651367,
55.754268646240234
],
[
61.12281036376953,
59.174583435058594
],
[
60.616485595703125,
56.1733283996582
],
[
63.47635269165039,
56.617618560791016
],
[
58.90150451660156,
56.59437561035156
],
[
64.19243621826172,
60.9400749206543
],
[
57.742801666259766,
58.1943473815918
],
[
61.34605026245117,
57.150657653808594
],
[
62.13637161254883,
57.29921340942383
],
[
62.31388092041016,
58.38907623291016
],
[
59.898193359375,
55.91114044189453
],
[
59.45376205444336,
59.683128356933594
],
[
61.22669219970703,
56.81044006347656
],
[
58.91238784790039,
56.89731216430664
],
[
64.02183532714844,
63.089691162109375
],
[
61.9649543762207,
63.75236892700195
],
[
61.97563552856445,
57.74677276611328
],
[
62.62628555297851,
60.42659378051758
],
[
60.93830108642578,
61.83038330078125
],
[
58.88361740112305,
58.48398208618164
],
[
59.75740051269531,
61.486576080322266
],
[
60.07318115234375,
61.927215576171875
],
[
61.07777404785156,
59.4312858581543
],
[
62.1680793762207,
57.44021224975586
],
[
60.97538375854492,
57.278934478759766
],
[
59.535888671875,
56.18080139160156
],
[
61.45091247558594,
56.9124755859375
],
[
61.77262115478515,
58.18441390991211
],
[
62.99584197998047,
60.213233947753906
],
[
63.06973648071289,
56.698486328125
],
[
61.19932556152344,
56.62482833862305
],
[
62.059627532958984,
62.8056526184082
],
[
59.4318733215332,
59.937313079833984
],
[
59.89170837402344,
56.11471176147461
],
[
61.07767868041992,
58.41836166381836
],
[
62.215362548828125,
63.7675895690918
],
[
61.99772644042969,
58.34894180297851
],
[
64.08131408691406,
62.80246353149414
],
[
58.608848571777344,
57.78978729248047
],
[
64.78904724121094,
59.81110000610352
],
[
58.19429016113281,
57.58699417114258
],
[
61.287750244140625,
58.47545623779297
],
[
63.64899063110352,
59.69845962524414
],
[
61.51735305786133,
60.556758880615234
],
[
64.03349304199219,
59.32972717285156
],
[
64.63751220703125,
62.62244415283203
],
[
60.84178924560547,
58.30317306518555
],
[
63.812400817871094,
59.79095077514648
],
[
64.64836120605469,
61.429141998291016
],
[
61.91898727416992,
62.74658966064453
],
[
57.49006271362305,
58.23885726928711
],
[
63.624000549316406,
63.34714126586914
],
[
64.4353256225586,
63.01229476928711
],
[
61.25928497314453,
56.21651077270508
],
[
59.4854621887207,
56.449256896972656
],
[
61.948387145996094,
62.17910385131836
],
[
63.19020080566406,
63.50604248046875
],
[
62.31333541870117,
63.868953704833984
],
[
64.19824981689453,
62.94670867919922
],
[
58.8148193359375,
56.74228286743164
],
[
60.00593185424805,
56.81232070922851
],
[
58.445526123046875,
57.447113037109375
],
[
62.19655990600586,
62.457275390625
],
[
61.37398147583008,
57.86335372924805
],
[
62.79804229736328,
58.373592376708984
],
[
57.14545822143555,
58.504520416259766
],
[
62.33345031738281,
63.52914810180664
],
[
59.8469352722168,
59.849334716796875
],
[
61.5262451171875,
58.05213928222656
],
[
62.086090087890625,
61.89338684082031
],
[
58.115478515625,
56.57319259643555
],
[
61.97831344604492,
62.49698638916016
],
[
63.11222076416016,
59.658935546875
],
[
61.07625198364258,
59.39138412475586
],
[
61.29844284057617,
60.35665512084961
],
[
61.67082214355469,
62.54959487915039
],
[
60.07963180541992,
55.84187698364258
],
[
61.92993927001953,
57.92449569702149
],
[
61.82320785522461,
61.62846374511719
],
[
63.49567413330078,
58.01317596435547
],
[
58.706939697265625,
57.26021957397461
],
[
64.47431945800781,
59.75192642211914
],
[
58.51008605957031,
61.03426361083984
],
[
59.46047592163086,
59.634254455566406
],
[
60.85939407348633,
58.831993103027344
],
[
62.15386962890625,
62.81661605834961
],
[
60.875526428222656,
56.97212600708008
],
[
58.07967758178711,
58.92437744140625
],
[
59.188533782958984,
60.83283615112305
],
[
64.72482299804688,
59.97405624389648
],
[
62.989166259765625,
62.900272369384766
],
[
59.00568389892578,
61.182037353515625
],
[
62.5015754699707,
60.91498565673828
],
[
57.45022201538086,
56.564491271972656
],
[
61.643455505371094,
62.43366622924805
],
[
64.67855072021484,
61.34611129760742
],
[
60.49625396728515,
58.0362548828125
],
[
62.70657730102539,
63.336669921875
],
[
63.71359634399414,
57.85127258300781
],
[
57.56818771362305,
56.66144180297851
],
[
58.98812484741211,
61.315128326416016
],
[
59.308250427246094,
59.65434265136719
],
[
63.90167236328125,
63.08269119262695
],
[
58.58406066894531,
57.945438385009766
],
[
60.764610290527344,
58.71451568603515
],
[
62.140010833740234,
63.59929275512695
],
[
64.73204803466797,
62.439571380615234
],
[
59.473907470703125,
60.01283264160156
],
[
59.169044494628906,
58.92230224609375
],
[
58.86932373046875,
61.28839492797851
],
[
65.06116485595703,
61.65544509887695
],
[
63.078460693359375,
59.966514587402344
],
[
61.02153778076172,
56.7379264831543
],
[
61.89572525024414,
61.72858428955078
],
[
63.37681198120117,
56.847137451171875
],
[
61.26762008666992,
57.65717315673828
],
[
63.14352798461914,
59.53742599487305
],
[
63.429901123046875,
56.62417984008789
],
[
57.52719497680664,
56.676509857177734
],
[
63.383541107177734,
60.555641174316406
],
[
57.66446685791016,
56.50770950317383
],
[
59.453128814697266,
59.72738265991211
],
[
63.80706787109375,
60.55516052246094
],
[
60.80565643310547,
57.75004577636719
],
[
61.1389045715332,
59.245941162109375
],
[
65.3390121459961,
60.73582077026367
],
[
63.18252944946289,
59.51161193847656
],
[
64.68153381347656,
62.339698791503906
],
[
61.29182815551758,
60.08070755004883
],
[
62.446537017822266,
63.55094528198242
],
[
59.00020217895508,
58.93704605102539
],
[
61.17469787597656,
59.94010543823242
],
[
63.138404846191406,
60.65410614013672
],
[
59.58112335205078,
60.591453552246094
],
[
63.23184967041016,
56.46698760986328
],
[
64.00142669677734,
59.60892105102539
],
[
62.219242095947266,
57.487937927246094
],
[
61.99352264404297,
57.46793365478515
],
[
63.610504150390625,
56.87481689453125
],
[
62.154354095458984,
62.36836242675781
],
[
57.46231842041016,
58.898685455322266
],
[
63.54801177978515,
63.23825454711914
],
[
57.346336364746094,
58.94430160522461
],
[
63.3337516784668,
59.59577178955078
],
[
60.50187301635742,
56.1550407409668
],
[
61.34194564819336,
60.33056640625
],
[
63.08448791503906,
59.96714782714844
],
[
58.485816955566406,
61.066654205322266
],
[
58.21372985839844,
59.99740982055664
],
[
63.6993522644043,
57.01539611816406
],
[
60.890533447265625,
56.023948669433594
],
[
63.39839553833008,
56.54621505737305
],
[
62.05546569824219,
57.388641357421875
],
[
61.947235107421875,
63.58538055419922
],
[
57.486366271972656,
56.72610092163086
],
[
57.841285705566406,
58.10018157958984
],
[
61.56406021118164,
62.39389419555664
],
[
61.12980270385742,
58.122989654541016
],
[
64.5176773071289,
62.62376403808594
],
[
59.80482482910156,
57.340850830078125
],
[
60.268341064453125,
56.53247833251953
],
[
63.55055236816406,
60.4406852722168
],
[
64.60493469238281,
63.03581619262695
],
[
61.29560470581055,
56.85970687866211
],
[
60.59653091430664,
58.487979888916016
],
[
63.81754684448242,
59.75553131103515
],
[
60.09954833984375,
57.777984619140625
],
[
59.80428314208984,
56.16315460205078
],
[
60.9507942199707,
58.34332656860352
],
[
58.438934326171875,
57.3260612487793
],
[
62.90118408203125,
60.273380279541016
],
[
57.56585693359375,
56.886478424072266
],
[
57.57259368896485,
56.78345489501953
],
[
64.2358169555664,
60.376834869384766
],
[
62.37091064453125,
63.80795669555664
],
[
60.608646392822266,
58.479034423828125
],
[
64.85693359375,
62.1004638671875
],
[
63.09317779541016,
61.37935256958008
],
[
60.59415435791016,
61.58540344238281
],
[
61.80085754394531,
62.65603256225586
],
[
65.0141830444336,
61.61648941040039
],
[
62.200401306152344,
57.149803161621094
],
[
61.05380630493164,
59.05172348022461
],
[
58.94950866699219,
58.49969100952149
],
[
60.26898956298828,
61.83235931396485
],
[
64.9734878540039,
61.57596969604492
],
[
61.531368255615234,
56.33329391479492
],
[
62.227882385253906,
57.118526458740234
],
[
61.36698532104492,
59.38422775268555
],
[
60.63675308227539,
57.638179779052734
],
[
61.80646133422851,
62.640098571777344
],
[
57.930057525634766,
59.36299133300781
],
[
58.466552734375,
57.86847686767578
],
[
63.50492477416992,
59.784549713134766
],
[
60.00884246826172,
56.900726318359375
],
[
62.29002380371094,
61.79096603393555
],
[
65.25855255126953,
60.73994064331055
],
[
62.64387893676758,
60.22581481933594
],
[
57.406463623046875,
59.04404830932617
],
[
58.89730453491211,
56.61919021606445
],
[
64.58145904541016,
61.38808059692383
],
[
64.11527252197266,
59.58368682861328
],
[
63.738563537597656,
57.67961502075195
],
[
64.73824310302734,
62.4667854309082
],
[
57.36528778076172,
58.2977409362793
],
[
62.09307098388672,
63.55224609375
],
[
63.196651458740234,
63.470123291015625
],
[
64.42839050292969,
63.0630989074707
],
[
58.11711883544922,
59.96149826049805
],
[
57.24073791503906,
58.73967361450195
],
[
64.39266967773438,
59.67543411254883
],
[
63.25920486450195,
60.78009414672851
],
[
64.61881256103516,
61.45913314819336
],
[
58.15935516357422,
58.83732604980469
],
[
62.18588638305664,
63.028785705566406
],
[
61.59210205078125,
58.59048080444336
],
[
58.25041961669922,
60.83317565917969
],
[
59.07984161376953,
58.58435821533203
],
[
62.555564880371094,
58.285404205322266
],
[
61.73072814941406,
62.66102981567383
],
[
62.84797668457031,
63.297996520996094
],
[
63.93748474121094,
63.124168395996094
],
[
62.43841552734375,
63.82656478881836
],
[
62.02323913574219,
57.610050201416016
],
[
59.350868225097656,
59.988033294677734
],
[
57.28826522827149,
58.802207946777344
],
[
61.268070220947266,
59.28510665893555
],
[
59.243350982666016,
61.05795669555664
],
[
60.323368072509766,
55.80409240722656
],
[
63.05790710449219,
60.185489654541016
],
[
58.26014709472656,
56.64906311035156
],
[
63.337501525878906,
59.07752227783203
],
[
62.762481689453125,
60.30045318603515
],
[
59.155494689941406,
61.02797317504883
],
[
57.240013122558594,
58.32482147216797
],
[
61.58342361450195,
60.53034973144531
],
[
64.68238067626953,
59.620094299316406
],
[
62.44544219970703,
63.97835540771485
],
[
61.12591552734375,
56.14842224121094
],
[
62.682228088378906,
58.237213134765625
],
[
62.42313003540039,
63.93904876708984
],
[
65.02960205078125,
61.555145263671875
],
[
64.5578842163086,
59.97182846069336
],
[
59.086883544921875,
57.85901641845703
],
[
57.1845817565918,
58.62502670288086
],
[
59.52439498901367,
60.16001892089844
],
[
59.3095703125,
59.487396240234375
],
[
58.192779541015625,
60.647552490234375
],
[
60.60821914672851,
61.12948226928711
],
[
61.14335632324219,
56.17500305175781
],
[
62.487361907958984,
60.64440155029297
],
[
62.46502304077149,
60.67389297485352
],
[
64.33903503417969,
59.834903717041016
],
[
65.04637908935547,
61.212215423583984
],
[
62.9579963684082,
61.21587371826172
],
[
58.90513610839844,
61.48689270019531
],
[
60.37034606933594,
62.14905548095703
],
[
64.56951904296875,
60.07040786743164
],
[
64.05577087402344,
59.619529724121094
],
[
60.52330017089844,
56.13038635253906
],
[
61.1107292175293,
57.37284469604492
],
[
62.677738189697266,
60.943328857421875
],
[
57.556888580322266,
56.72990036010742
],
[
63.396270751953125,
59.98844909667969
],
[
63.40351486206055,
59.32172393798828
],
[
59.53401565551758,
56.40789413452149
],
[
62.07875442504883,
57.753387451171875
],
[
64.2021484375,
60.98933029174805
],
[
62.33465576171875,
63.52421569824219
],
[
65.00885009765625,
61.394744873046875
],
[
60.14306640625,
61.85963821411133
],
[
59.318214416503906,
59.813846588134766
],
[
60.64940643310547,
61.950138092041016
],
[
63.29049301147461,
58.17256546020508
],
[
61.11383819580078,
59.738040924072266
],
[
59.19160842895508,
56.32499694824219
],
[
62.02485275268555,
61.97793960571289
],
[
59.28916549682617,
59.647010803222656
],
[
63.41666412353515,
56.5413703918457
],
[
63.474342346191406,
56.63075256347656
],
[
62.79681396484375,
61.01358413696289
],
[
61.254730224609375,
59.95360565185547
],
[
61.90055084228515,
56.94365692138672
],
[
59.2142448425293,
58.12627410888672
],
[
59.34771728515625,
56.28933334350586
],
[
59.14252853393555,
58.860862731933594
],
[
62.73558044433594,
63.46183013916016
],
[
60.18276596069336,
56.050235748291016
],
[
59.98988342285156,
55.79559326171875
],
[
63.31072998046875,
60.271724700927734
],
[
63.299522399902344,
63.489688873291016
],
[
58.85060501098633,
61.15032958984375
],
[
59.00326156616211,
58.52289581298828
],
[
57.88105773925781,
59.6958122253418
],
[
59.277732849121094,
59.4593620300293
],
[
64.1583023071289,
59.57141876220703
],
[
60.474613189697266,
56.54021453857422
],
[
63.733917236328125,
57.110084533691406
],
[
57.22923278808594,
58.41407775878906
],
[
61.82716751098633,
58.67193984985352
],
[
63.40439987182617,
60.119285583496094
],
[
58.227073669433594,
58.87142181396485
],
[
59.47197723388672,
60.39901351928711
],
[
61.958126068115234,
58.39289855957031
],
[
59.74549865722656,
59.80718231201172
],
[
58.7244758605957,
60.92559051513672
],
[
63.79296112060547,
58.181884765625
],
[
57.819095611572266,
59.249534606933594
],
[
58.02857208251953,
58.96302795410156
],
[
64.50397491455078,
61.65742111206055
],
[
62.23012924194336,
62.71577453613281
],
[
57.58386993408203,
56.75735092163086
],
[
65.26372528076172,
60.88550567626953
],
[
63.26393508911133,
56.783565521240234
],
[
60.95914077758789,
57.59832382202149
],
[
61.29518127441406,
60.29862594604492
],
[
64.09996795654297,
63.081111907958984
],
[
63.45637512207031,
56.59019470214844
],
[
60.41363906860352,
56.429386138916016
],
[
62.06569290161133,
61.96318817138672
],
[
61.49455261230469,
59.446502685546875
],
[
59.41044998168945,
60.778358459472656
],
[
58.95104217529297,
61.23162078857422
],
[
63.44051361083984,
56.52170181274414
],
[
62.23720169067383,
63.70811462402344
],
[
63.42411804199219,
57.800662994384766
],
[
58.87950897216797,
61.3845329284668
],
[
64.17423248291016,
59.89357376098633
],
[
61.32394027709961,
58.8133430480957
],
[
64.30982208251953,
60.81496810913086
],
[
65.21883392333984,
61.06386947631836
],
[
65.15277099609375,
61.140811920166016
],
[
61.2628173828125,
58.92635726928711
],
[
61.342132568359375,
56.27962493896485
],
[
61.1552619934082,
57.28359603881836
],
[
62.282466888427734,
58.13230895996094
],
[
58.37251663208008,
57.6453971862793
],
[
60.03828811645508,
55.94105911254883
],
[
61.22509765625,
56.894012451171875
],
[
60.368690490722656,
61.78448486328125
],
[
58.35823059082031,
58.74469757080078
],
[
63.005409240722656,
58.36103820800781
],
[
64.78366088867188,
62.45816421508789
],
[
57.91880798339844,
58.235992431640625
],
[
59.53147506713867,
59.7828254699707
],
[
64.73682403564453,
61.55361557006836
],
[
64.4576416015625,
60.767696380615234
],
[
61.677101135253906,
56.72555160522461
],
[
61.4321403503418,
59.55546569824219
],
[
63.455265045166016,
60.006046295166016
],
[
58.59297180175781,
58.36897277832031
],
[
58.586700439453125,
57.54558181762695
],
[
60.038944244384766,
57.3083381652832
],
[
62.65193939208984,
60.36674118041992
],
[
61.044044494628906,
56.94558334350586
],
[
60.60261154174805,
62.04523468017578
],
[
62.1645622253418,
57.43666076660156
],
[
61.368900299072266,
56.51548767089844
],
[
58.431610107421875,
60.7765007019043
],
[
64.34231567382812,
62.83559036254883
],
[
64.5279541015625,
59.74139404296875
],
[
64.55044555664062,
62.33588409423828
],
[
62.83771896362305,
58.358795166015625
],
[
60.81612777709961,
61.976844787597656
],
[
60.30603790283203,
61.83185195922851
],
[
63.180381774902344,
56.77933120727539
],
[
59.243927001953125,
60.97074890136719
],
[
61.67228698730469,
60.43959426879883
],
[
60.79488754272461,
57.772586822509766
],
[
61.40704345703125,
60.52107238769531
],
[
57.33241271972656,
58.286136627197266
],
[
64.94407653808594,
60.337867736816406
],
[
59.64586639404297,
56.19998550415039
],
[
63.4841423034668,
63.377071380615234
],
[
60.5573844909668,
61.97132873535156
],
[
59.399600982666016,
56.2957763671875
],
[
63.088993072509766,
63.29202651977539
],
[
58.0971565246582,
58.98251724243164
],
[
61.18350601196289,
58.48592376708984
],
[
60.80881881713867,
58.836456298828125
],
[
58.495269775390625,
56.63628005981445
],
[
62.99605941772461,
60.27381896972656
],
[
63.85961151123047,
57.71541976928711
],
[
61.67630386352539,
57.674560546875
],
[
64.64788818359375,
62.85171890258789
],
[
60.44310760498047,
57.96683883666992
],
[
60.21950912475586,
61.9830207824707
],
[
64.55972290039062,
63.19099807739258
],
[
60.73393630981445,
58.261436462402344
],
[
62.59537506103515,
59.471736907958984
],
[
63.308448791503906,
62.408321380615234
],
[
57.17683792114258,
58.375850677490234
],
[
61.19135284423828,
58.044471740722656
],
[
64.46126556396484,
59.84383773803711
],
[
64.41221618652344,
62.35979843139648
],
[
58.93199157714844,
61.43935012817383
],
[
63.349571228027344,
63.38910675048828
],
[
65.20650482177734,
60.713138580322266
],
[
63.67164993286133,
59.33048629760742
],
[
57.880523681640625,
59.67832565307617
],
[
61.307167053222656,
56.214149475097656
],
[
59.988643646240234,
60.19313049316406
],
[
58.82257843017578,
58.183746337890625
],
[
57.62702941894531,
56.96537399291992
],
[
59.08285140991211,
61.1661491394043
],
[
58.88019943237305,
60.66498947143555
],
[
58.956092834472656,
57.47318649291992
],
[
57.79606246948242,
59.427433013916016
],
[
60.9456787109375,
58.58204650878906
],
[
58.48738479614258,
57.24018096923828
],
[
63.559024810791016,
56.74547576904297
],
[
59.29849624633789,
60.312313079833984
],
[
64.51553344726562,
59.3516960144043
],
[
60.70439910888672,
57.90420150756836
],
[
62.17683792114258,
62.4518928527832
],
[
59.1595573425293,
61.0489501953125
],
[
62.36077880859375,
63.65196228027344
],
[
62.60173797607422,
60.85040283203125
],
[
59.12717819213867,
59.09349822998047
],
[
62.68415832519531,
60.581764221191406
],
[
59.96049880981445,
55.71656799316406
],
[
58.4068603515625,
58.39191055297851
],
[
62.85311126708984,
61.55413436889648
],
[
64.76346588134766,
62.29190826416016
],
[
57.54378128051758,
56.6840934753418
],
[
61.7490348815918,
62.483680725097656
],
[
64.578125,
63.18245697021485
],
[
58.71110153198242,
58.0322151184082
],
[
58.30274200439453,
60.18587875366211
],
[
57.30999374389648,
58.30892562866211
],
[
65.2659683227539,
60.76424026489258
],
[
58.837005615234375,
56.899139404296875
],
[
63.81156539916992,
57.28459167480469
],
[
63.81780624389648,
63.11812210083008
],
[
61.898399353027344,
62.732181549072266
],
[
57.24835968017578,
58.32054138183594
],
[
59.39730072021485,
60.245418548583984
],
[
64.80686950683594,
61.7638053894043
],
[
65.24800872802734,
60.674896240234375
],
[
61.3797492980957,
60.458221435546875
],
[
58.65767288208008,
57.693416595458984
],
[
60.35120391845703,
61.95310974121094
],
[
64.72770690917969,
59.79085540771485
],
[
62.13688278198242,
63.59809875488281
],
[
58.800052642822266,
57.92338562011719
],
[
58.76031494140625,
56.84683990478515
],
[
61.450103759765625,
56.8443489074707
],
[
59.788856506347656,
57.36398696899414
],
[
59.15312194824219,
56.38347244262695
],
[
61.83024597167969,
58.67230987548828
],
[
57.474971771240234,
58.89441680908203
],
[
63.78944396972656,
63.21398162841797
],
[
60.25251388549805,
56.41061782836914
],
[
57.83967590332031,
59.19492721557617
],
[
59.9155387878418,
56.024200439453125
],
[
64.79853820800781,
62.1810188293457
],
[
65.33182525634766,
60.94046401977539
],
[
57.23854446411133,
58.523929595947266
],
[
59.94757843017578,
57.37641143798828
],
[
58.94782638549805,
61.46418762207031
],
[
62.00541305541992,
57.712425231933594
]
]Install and Use
Install
Install the Algorithmia CLI client by running:
curl -sSLf https://algorithmia.com/install.sh | shThen authenticate by running:
$ algo auth
# When prompted for api endpoint, hit enter
# When prompted for API key, enter your key: YOUR_API_KEYUse
algo run fil/UMAP/1.0.0 -d '{
"options": {
"n_components": 2,
"min_dist": 0.1,
"n_neighbors": 15,
"metric": "euclidean"
},
"data":[[0.26,0.84,0.42,0.18],[0.75,0.96,0.65,0.76],[0.62,0.14,0.36,0.02],[0.28,0.95,0.43,0.14],[0.52,0.72,0.07,0.77],[0.34,0.85,0.92,0.26],[0.05,0.25,0.59,0.03],[0.11,0.09,0.52,0.72],[0.24,0.29,0.71,0.23],[0.86,0.97,0.52,0.69],[0.17,0.08,0.25,0.75],[0.05,0.71,0.11,0.43],[0.85,0.08,0.62,0.44],[0.67,0.08,0.9,0.19],[0.91,0.2,0.5,0.01],[0.14,0,0.85,0.41],[0.03,0.81,0.92,0.78],[0.58,0.09,0.34,0.56],[0.94,0.09,0.29,0.7],[0.83,0.45,0.89,0.49],[0.85,0.02,0.53,0.19],[0.67,0.82,0.88,0.08],[0.95,0.29,0.55,0.43],[0.11,0.35,0.14,0.61],[0.48,0.62,0.02,0.19],[0.52,0.64,0.98,0.93],[0.02,0.6,0.38,0.1],[0.06,0.77,0.69,0.13],[0.01,0.37,0.23,0.55],[0.66,0.47,0.1,0.1],[0.4,0.17,0.02,0.61],[0.61,0.28,0.41,0.63],[0.21,0.09,0.27,0.28],[0.3,0.8,0.79,0.59],[0.82,0.5,0.14,0.37],[0.06,0.74,0.24,0.05],[0.23,0.04,0.78,0.64],[0.49,0.42,0.45,0.94],[0.31,0.33,0.05,0.13],[0.93,0.75,0.64,0.82],[0.74,0.11,0.16,0.06],[0.58,0.92,0.38,0.59],[0.69,0.73,0.07,0.65],[0.94,0.77,0.69,0.35],[0.35,0.58,0.51,0.89],[0.97,0.3,0.72,0.39],[0.52,0.53,0.18,0.54],[0.88,0.22,0.25,0.93],[0.54,0.11,0.22,0.64],[0.76,0.99,0.95,0.84],[0.68,0.29,0.69,0.99],[0.69,0.58,0.44,0.68],[0.87,0.65,0.52,0.39],[0.35,0.6,0.94,0.63],[0.39,0.59,0.81,0.07],[0.92,0.02,0.62,0.7],[0.34,0.18,0.51,0.71],[0.06,0.36,0.39,0.22],[0.66,0.34,0.54,0.34],[0.09,0.05,0.6,0.33],[0.11,0.21,0.88,0.04],[0.62,0.24,0.25,0.06],[0.99,0,0.06,0.98],[0.74,0.49,0.45,0.53],[0.82,0.94,0.69,0.57],[0.54,0.57,0.37,0.71],[0.76,0.1,0.34,0.53],[0.03,0.28,0.37,0.83],[0.69,0.68,0.2,0.54],[0.85,0.53,0.37,0.72],[0.3,0.85,0.4,0.19],[0.48,0.12,0.84,0.88],[0.88,0.8,0.61,0.62],[0.96,0.23,0.03,0.31],[0.24,0.76,0.67,0.02],[0.65,0.08,0.3,0.56],[0.33,0.61,0.69,0.68],[0.68,0.59,0.63,0.26],[0.28,0.66,0.01,0.41],[0.98,0.44,0.62,0.13],[0.94,0.16,0.05,0.39],[0.03,0.05,0.02,0.68],[0.1,0.07,0.1,0.26],[0.31,0.42,0,0.77],[0.16,0.67,0.9,0.94],[0.78,0.5,0.07,0.35],[0,0.24,0.02,0.54],[0.12,0.7,0.38,0.53],[0.39,0.82,0.38,0.27],[0.85,0.13,0.76,0.47],[0.05,0.68,0.91,0.47],[0.43,0.78,0.89,0.84],[0.82,0.71,0.44,0.95],[0.66,0.83,0.62,0.47],[0.39,0.7,0.19,0.28],[0.36,0.93,0.97,0.4],[0.13,0.57,0.88,0],[0.4,0.78,0.78,0.66],[0.9,0.74,0.62,0.37],[0.95,0.67,0.38,0.44],[0.9,0.47,0.56,0.31],[0.19,0.97,0.12,0.31],[0.96,0.42,0.1,0.61],[0.57,0.11,0.09,0.77],[0.84,0.02,0.89,0.4],[0.07,0.86,0.54,0.15],[0.5,0.04,0.52,0.84],[0.96,0.1,0.3,0.49],[0.17,0.65,0.06,0.13],[0.7,0.97,0.63,0.07],[0.34,0.93,0.15,0.09],[0.3,0.3,0.17,0.52],[0.64,0.05,0.34,0.17],[0.29,0.06,0.05,0.01],[0.55,0.81,0.31,0.18],[0.95,0.83,0.63,0.86],[0.74,0.08,0.46,0.6],[0.24,0.48,0.2,0.03],[0.49,0.46,0.25,0.91],[0.85,0.55,0.6,0.46],[0.12,0.56,0.11,0.99],[0.34,0.38,0.92,0.38],[0.74,0.07,0.77,0.95],[0.73,0.34,0.14,0.18],[0.28,0.96,0.41,0.18],[0.6,0.6,0.49,0.44],[0.86,0.3,0.54,0.04],[0.22,0.2,0.98,0.76],[0.21,0.75,0.08,0.58],[0.48,0.83,0.62,0.44],[0.21,0.21,0.79,0.55],[0.38,0.34,0.65,0.47],[0.62,0.83,0.93,0.14],[0.59,0.86,0.13,0.07],[0.11,0.95,0.32,0.42],[0.93,0.56,0.25,0.2],[0.2,0.63,0.65,0.35],[0.53,0.55,0.11,0.91],[0.94,0.86,0.84,0.03],[0.24,0.24,0.79,0.48],[0.57,0.49,0.77,0.88],[0.04,0.51,0.87,0.68],[0.54,0.52,0.65,0.25],[0.67,0.57,0.13,0.17],[0.24,0.6,0.59,0.1],[0.07,0.76,0.74,0.9],[0.48,0.08,0.88,0.81],[0.67,0.45,0.94,0.74],[0.2,0.25,0.87,0.43],[0.11,0.95,0.42,0.78],[0.15,0.06,0.3,0.82],[0.6,0.71,0.43,0.58],[0.24,0.53,0.2,0.01],[0.56,0.86,0.07,0.46],[0.7,0.34,0.32,0.56],[0.23,0.2,0.02,0.48],[0.78,0.78,0.11,0.67],[0.82,0.66,0.95,0.14],[0.37,0.38,0.4,0.66],[0.7,0.86,0.9,0.26],[0.7,0.1,0.85,0.88],[0.34,0.52,0.31,0.66],[0.81,0.39,0.34,0.38],[0.61,0.31,0.22,0.22],[0.26,0.95,0.07,0.78],[0.37,0.33,0.07,0.56],[0.05,0.74,0.65,0.86],[0.4,0.27,0.3,0.11],[0.21,0.74,0.66,0.21],[0.75,0.27,0.83,0.62],[0.44,0.22,0.41,0.21],[0.02,0.36,0.4,0.43],[0.2,0.25,0.74,0.79],[0.82,0.99,0.1,0.4],[0.05,0.38,0.11,0.76],[0.74,0.06,0.34,0.93],[0.98,0.19,0.33,0.75],[0.62,0.92,0.02,0.64],[0.21,0.75,0.27,0.22],[0.97,0.35,0.83,0.07],[0.09,0.47,0.79,0.39],[0.89,0.18,0.98,0],[0.27,0.02,0.13,0.57],[0.63,0.9,0.45,0.57],[0.3,0.04,0.14,0.12],[0.06,0.1,0.33,0.76],[0.31,0.33,0.99,0.2],[0.58,0.06,0.73,0.38],[0.56,0.86,0.09,0.74],[0.66,0.74,0.52,0.81],[0.82,0.95,0.1,0.56],[0.96,0.21,0.49,0.91],[0.39,0.53,0.57,0.12],[0.59,0.72,0.89,0.01],[0.99,0.38,0.75,0.62],[0.66,0.89,0.25,0.07],[0.67,0.41,0.07,0.49],[0.38,0.81,0.62,0.8],[0.93,0.99,0.35,0.08],[0.86,0.81,0.33,0.54],[0.28,0.38,0.35,0.69],[0.4,0.77,0.88,0.98],[0.64,0.62,0.31,0.65],[0.82,0.52,0.13,0.07],[0.03,0.29,0.1,0.62],[0.74,0.74,0.27,0.17],[0.82,0.86,0.6,0.59],[0.95,0.26,0.11,0.28],[0.93,0.5,0.65,0.3],[0.14,0.2,0.46,0.76],[0.63,0.64,0.91,0.1],[0.83,0.6,0.8,0.09],[0.33,0.56,0.25,0.67],[0.29,0.9,0.68,0.03],[0.88,0.3,0.25,0.05],[0.19,0.87,0.56,0.81],[0.08,0.56,0.51,0.43],[0.01,0.01,0.35,0.06],[0.52,0.8,0.41,0.29],[0.1,0.87,0.4,0.72],[0.76,0.33,0.33,0.94],[0.61,0.37,0.13,0.26],[0.63,0.31,0.61,0.48],[0.22,0.12,0.61,0],[0.02,0.83,0.39,0.77],[0.71,0.62,0.3,0.98],[0.7,0.31,0.44,0.92],[0.58,0.25,0.22,0.31],[0.73,0.39,0.48,0.46],[0.42,0.94,0.27,0.03],[0.62,0.13,0.68,0.16],[0.62,0.5,0.82,0.27],[0.1,0.14,0.14,0.6],[0.83,0.85,0.33,0.38],[0.11,0.58,0.21,0.27],[0.16,0.95,0.07,0.94],[0.23,0.11,0.56,0.87],[0.85,0.15,0.93,0.03],[0.92,0.86,0.61,0.38],[0.19,0.67,0.39,0.66],[0.12,0.32,0.02,0.99],[0.57,0.6,0.1,0.88],[0.01,0.92,0.77,0.8],[0.98,0.31,0.9,0.42],[0.2,0.54,0.64,0.09],[0.28,0.92,0.85,0.38],[0.51,0.65,0.77,0.78],[0.45,0.1,0.74,0.23],[0.93,0.25,0.95,0.22],[0.16,0.58,0.08,0.82],[0.33,0.49,0.38,0.51],[0.23,0.72,0.37,0.57],[0.83,0.3,0.51,0.06],[0.24,0.71,0.45,0.21],[0.76,0,0.21,0.41],[0.36,0.48,0.9,0.2],[0.63,0.2,0.48,0.37],[0.69,0.22,0,0.65],[0.47,0.84,0.43,0.05],[0.34,0.91,0.62,0.32],[0.27,0.57,0.79,0.54],[0.25,0.7,0.87,0.16],[0.92,0.17,0.59,0.81],[0.48,0.3,0.86,0.91],[0.92,0.16,0.99,0.22],[0.51,0.38,0.21,0.29],[0.13,0.06,0.95,0.69],[0.7,0.75,0.72,0.91],[0.09,0.17,0.39,0.61],[0.82,0.97,0.62,0.08],[0.37,0.08,0.2,0.93],[0.09,0.22,0.63,0.76],[0.17,0.11,0.94,0.64],[0.87,0.21,0.94,0.49],[0.1,0.28,0.17,0.29],[0.39,0.67,0.04,0.55],[0.01,0.91,0.91,0],[0.73,0.88,0.42,0.91],[0.65,0.26,0.12,0.74],[0.27,0.8,0.87,0.03],[0.07,0.81,0.38,0.73],[0.17,0.61,0.13,0.56],[0.71,0.61,0.82,0.63],[0.99,0.13,0.88,0.29],[0.38,0.04,0.76,0.96],[0.63,0.19,0.75,0.76],[0.49,0.55,0.95,0.21],[0.27,0.12,0.49,0.23],[0.9,0.8,0.29,0.71],[0.41,0.13,0.54,0.51],[0.41,0.21,0.5,0.41],[0.18,0.51,0.19,0.69],[0.05,0.97,0.21,0.56],[0.23,0.49,0.5,0.43],[0.14,0.14,0.94,0.28],[0.29,0.35,0.64,0.04],[0.12,0.6,0.09,0.38],[0.15,0.38,0.02,0.68],[0.64,0.9,0.42,0.67],[0.73,0.55,0.28,0.5],[0.32,0.39,0.54,0.4],[0.8,0.69,0.87,0.18],[0.22,0.24,0.24,0.67],[0.32,0.16,0.08,0.75],[0.68,0.78,0.74,0.6],[0.79,0.08,0.43,0.74],[0.26,0.54,0.48,0.89],[0.31,0.63,0.66,0.28],[0.04,0.68,0.26,0.7],[0.19,0.31,0.68,0.25],[0.59,0.38,0.97,0.97],[0.1,0.24,0.4,0.08],[0.53,0.33,0.19,0.92],[0.49,0.08,0.42,0.24],[0.92,0.96,0.93,0.43],[0.32,0.69,0.03,0.03],[0.67,0.11,0.95,0.75],[0.82,0.95,0.05,0.57],[0.8,0.81,0.09,0.68],[0.22,0.45,0.58,0.53],[0.45,0.27,0.2,0.07],[0.97,0.41,0.29,0.91],[0.62,0.63,0.98,0.62],[0.78,0.9,0.86,0.52],[0.7,0.41,0.78,0.67],[0.24,0.84,0.67,0.3],[0.9,0.98,0.46,0.72],[0.94,0.84,0.88,0.88],[0.19,0.3,0.37,0.55],[0.24,0.89,0.91,0.43],[0.29,0.05,0.78,0.31],[0.62,0.4,0.66,0.64],[0.44,0.01,0.87,0.09],[0.73,0.37,0.77,0.9],[0.05,0.38,0.01,0.92],[0.95,0.49,0.6,0.74],[0.6,0.82,0,0.93],[0.98,0.12,0.84,0.45],[0.63,0.12,0.23,0.44],[0.16,0.28,0.29,0.6],[0.73,0.18,0.64,0.32],[0.36,0.13,0.74,0.77],[0.6,0.26,0.27,0.53],[0.62,0.01,0.6,0.94],[0.36,0.28,0.99,0.57],[0.4,0.51,0.06,0.94],[0.62,0.29,0.75,0.03],[0.72,0.32,0.58,0],[0.35,0.72,0.5,0.6],[0.09,0.91,0.34,0.17],[0.87,0.64,0.79,0.05],[0.11,0.91,0.09,0.73],[0.63,0.77,0.16,0.59],[0.69,0.47,0.3,0.43],[0.33,0.09,0.2,0.15],[0.32,0.65,0.9,0.68],[0.78,0.97,0.14,0.82],[0.9,0.62,0.55,0.66],[0.24,0.69,0.04,0.15],[0.49,0.14,0.01,0.34],[0.18,0.08,0.81,0.85],[0.13,0.21,0.97,0.56],[0.79,0.94,0.11,0.69],[0.08,0.75,0.59,0],[0.76,0.46,0.09,0.92],[0.14,0.23,0.92,0.38],[0.05,0.48,0.04,0.53],[0.75,0.11,0.03,0.34],[0.28,0.55,0.46,0.91],[0.29,0.97,0.29,0.77],[0.37,0.91,0.39,0.9],[0.72,0.04,0.1,0.19],[0.97,0.73,0.27,0.85],[0.7,0.41,0.39,0.65],[0.62,0.03,0.29,0.76],[0.79,0.52,0.96,0.37],[0.86,0.81,0.61,0.74],[0.5,0.61,0.35,0.55],[0.16,0.02,0.52,0],[0.68,0.3,0.7,0.28],[0.55,0.22,0.02,0.95],[0.07,0.93,0.74,0.85],[0.86,0.26,0.61,0.46],[0.58,0.01,0.8,0.9],[0.12,0.76,0.47,0.62],[0.31,0.69,0.31,0.84],[0.78,0.46,0.39,0.92],[0.48,0.14,0.16,0.32],[0.22,0.33,0.23,0.59],[0.63,0.44,0.45,0.19],[0.76,0.52,0.62,0.33],[0.91,0.87,0.16,0.25],[0.41,0.33,0.34,0.45],[0.81,0.49,0.44,0.65],[0.14,0.36,0.51,0.1],[0.73,0.17,0.37,0.87],[0.97,0.56,0.41,0.84],[0.49,0.41,0.93,0.43],[0.29,0.91,0.83,0.73],[0.3,0.54,0.07,0.59],[0.07,0.59,0.64,0.88],[0.6,0.05,0.02,0.89],[0.19,0.42,0.43,0.16],[0.18,0.18,0.53,0],[0.66,0.79,0.15,0.46],[0,0.05,0.86,0.81],[0.13,0.18,0.16,0.38],[0.85,0.29,0.43,0.48],[0.01,0.07,0.05,0.1],[0.99,0.28,0.96,0.49],[0.2,0.67,0.12,0.97],[0.95,0.69,0.82,0.6],[0.07,0.65,0.96,0.33],[0.01,0.33,0.53,0.14],[0.75,0.97,0.7,0.46],[0.45,0.97,0.69,0.41],[0.79,0.1,0.56,0.17],[0.95,0.07,0.22,0.22],[0.58,0.64,0.11,0.27],[0.69,0.92,0.5,0.24],[0.09,0.37,0.51,0.81],[0.47,0.68,0.14,0.88],[0.94,0.29,0.23,0.67],[0.25,0.94,0.98,0.99],[0.97,0.55,0.28,0.21],[0.16,0.22,0.74,0.02],[0.64,0.67,0.89,0.84],[0.93,0.25,0.32,0.22],[0.45,0.29,0.23,0.51],[0.4,0.63,0.59,0.47],[0.81,0.11,0.99,0.49],[0.92,0.25,0.26,0.44],[0.15,0.58,0.1,0.61],[0.14,0.47,0.75,0.97],[0.11,0.02,0.98,0.38],[0.23,0.86,0.77,0.49],[0.09,0.81,0.18,0.9],[0.27,0.26,0.08,0.84],[0.49,0.04,0.97,0.08],[0.69,0.72,0.37,0.97],[0.38,0.25,0.58,0.9],[0.59,0.47,0.8,0.52],[0.58,0.59,0.81,0.06],[0.15,0.12,0.95,0.59],[0.45,0.01,0.89,0.53],[0.72,0.66,0.81,0.46],[0.55,0.3,0.83,0.08],[0.65,0.48,0.1,0.34],[0.88,0.56,0.68,0.28],[0.76,0.78,0.03,0.85],[0.33,0.36,0.97,0.82],[0.36,0.65,0.09,0.74],[0.9,0.41,0.35,0.31],[0.2,0.88,0.18,0.21],[0.13,0.13,0.76,0.61],[0.11,0.73,0.65,0.12],[0.39,0.35,0.52,0.42],[0.67,0.27,0.85,0.66],[0.26,0.22,0.55,0.58],[0.82,0.8,0.91,0.99],[0.73,0.44,0.51,0.14],[0.11,0.58,0.3,0.36],[0.14,0.83,0.68,0.69],[0.79,0.78,0.9,0.04],[0.48,0.86,0.22,0.36],[0.47,0.61,0.92,0.98],[0.6,0.47,0.72,0.4],[0.45,0.21,0.74,0.36],[0.95,0.16,0.83,0.61],[0.26,0.89,0.15,0.91],[0.8,0.7,0.65,0.4],[0.49,0.81,0.08,0.7],[0.13,0.45,0.93,0.62],[0.34,0.88,0.33,0.15],[0.87,0.08,0.9,0.6],[0.36,0.36,0.84,0.81],[0.2,0.81,0.52,0.64],[0.34,0.83,0.12,0.84],[0.1,0.06,0.05,0.06],[0.77,0.48,0.73,0.42],[0.03,0.25,0.68,0.03],[0.33,0.78,0.07,0.52],[0.34,0.66,0.63,0.13],[0.64,0.52,0.69,0.47],[0.99,0.7,0.67,0.31],[0.64,0.48,0.41,0.79],[0.95,0.78,0.43,0.04],[0.85,0.84,0.79,0.43],[0.6,0,0.41,0.4],[0.9,0.21,0.76,0.16],[0.2,0.63,0.9,0.49],[0.86,0.77,0.42,0.57],[0.68,0.22,0.75,0.09],[0.95,0.62,0.77,0.74],[0.11,0.8,0.65,0.72],[0.25,0.99,0.2,0.82],[0.89,0.05,0.8,0.37],[0.86,0.92,0.18,0.22],[0.05,0.07,0.99,0.26],[0.83,0.12,0.61,0.74]]
}' --timeout 300