Datasets:
object_id stringlengths 7 10 | host_image_id stringlengths 21 25 | lc_mjd listlengths 10 174 | lc_flux_njy listlengths 10 174 | lc_flux_error_njy listlengths 10 174 | lc_band listlengths 10 174 | atcat_flux listlengths 10 174 | atcat_flux_error listlengths 10 174 | atcat_band_id listlengths 10 174 | atcat_use listlengths 10 174 | atcat_length int32 10 174 | image_flux array 3D | image_bands listlengths 3 3 | image_modality stringclasses 1
value | display_image imagewidth (px) 128 128 | class_label stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SN2019lbi | legacy_10000_338328_6500 | [58676.172,58676.192,58679.187,58679.191,58797.545,58799.545,58801.545,58803.549,58805.537,58805.55,(...TRUNCATED) | [553366.2829643629,517268.48183423176,525017.0758323024,498381.8512733952,224752.3233091495,201664.0(...TRUNCATED) | [9398.348063335014,8457.03189853805,11320.882671148176,10724.708505215669,8728.904745949902,12135.12(...TRUNCATED) | ["g","r","g","r","r","r","r","r","g","r","r","r","g","g","g","r","g","r","r","g","g","r","r","g","r"(...TRUNCATED) | [15240.973,14246.757,14460.171,13726.576,6190.193,5554.289,6063.98,4745.641,1655.202,3936.502,3214.0(...TRUNCATED) | [258.852,232.926,311.803,295.383,240.414,334.229,1370.603,239.707,245.18,420.74,203.513,143.179,104.(...TRUNCATED) | [1,2,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,1,2,1,2,1,2,2,2,1,2,2,2,1,2,1,2,2,2,1,2,2,2,1,2(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 56 | [[[-0.002509145066142082,0.0005467885639518499,0.0006035141414031386,0.0015785483410581946,0.0012938(...TRUNCATED) | [
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] | LegacySurveyImage | SN II | |
SN2019ppi | legacy_9011_581423_395 | [58733.493,58733.511,58736.487,58736.509,58737.506,58739.468,58742.519,58745.488,58745.515,58748.493(...TRUNCATED) | [72425.5759001535,92349.33892444088,80975.95516657294,103365.16341397121,78228.50721832212,95173.360(...TRUNCATED) | [6345.733010049915,5476.887224985064,4263.988675220065,5560.83087124791,3765.409890409762,12679.0487(...TRUNCATED) | ["g","r","g","r","g","r","g","r","g","r","g","g","g","r","g","g","r","r","g","g","r","r","g","r","r"(...TRUNCATED) | [1994.766,2543.512,2230.263,2846.913,2154.592,2621.292,4070.278,2830.957,1983.578,3073.179,2073.662,(...TRUNCATED) | [174.776,150.846,117.44,153.158,103.708,349.21,1079.196,207.48,219.061,161.898,163.714,118.513,115.8(...TRUNCATED) | [1,2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,1,1,2,2,1,2,2,2,1,2,2,1,2,1,1,1,2,2,1,2,1,1,1,2,2,2,2,1,2,2,1,1(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 129 | [[[0.001679975655861199,0.0030715542379766703,0.0020158926490694284,0.00007616042421432212,-0.001681(...TRUNCATED) | [
"DES-G",
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"DES-Z"
] | LegacySurveyImage | SN II | |
SN2019tvv | legacy_10000_453505_4050 | [58779.534,58781.529,58783.536,58785.54,58786.526,58787.54,58789.517,58789.542,58792.517,58792.545,5(...TRUNCATED) | [693072.1104193009,684995.9474002166,830835.0345875531,924266.6002698472,899286.0676377492,843198.09(...TRUNCATED) | [11083.465931134007,18763.474484658564,12823.33596959233,10792.82194829054,21066.76904850913,13655.4(...TRUNCATED) | ["r","r","r","r","g","r","g","r","r","g","r","g","g","g","g","r","g","r","r","g","r","g","r","g","r"(...TRUNCATED) | [19088.791,18866.355,22883.097,25456.416,24768.395,23223.604,43296.032,25535.224,23051.931,24906.456(...TRUNCATED) | [305.264,516.789,353.184,297.259,580.227,376.103,417.735,360.805,211.858,228.008,330.186,251.757,214(...TRUNCATED) | [2,2,2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,2,1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,2,1,1,2,1,2(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 113 | [[[0.0032213912345469,0.004628084599971771,0.0016235577641054988,0.0019990107975900173,-0.0030748974(...TRUNCATED) | [
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] | LegacySurveyImage | SN Ia | |
SN2019uit | legacy_10000_450876_4844 | [
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"DES-G",
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] | LegacySurveyImage | SN II | |
SN2019wmr | legacy_9011_513372_61 | [58637.175,58823.51,58827.448,58830.441,58835.463,58835.515,58837.454,58838.472,58838.509,58846.44,5(...TRUNCATED) | [10919.064187934104,66035.9104454764,66748.45112796272,104523.78179454808,106586.3193002806,67098.53(...TRUNCATED) | [3551.2301459008795,19724.106401969297,5517.007350037159,5148.773586889323,6348.928096931892,6289.67(...TRUNCATED) | ["r","g","r","r","r","g","r","g","r","r","g","r","g","r","g","r","g","r","g","r","g","r","r","r","r"(...TRUNCATED) | [300.736,1818.78,1838.405,2878.824,2935.631,1848.047,3136.173,1534.705,3566.345,2563.792,1071.843,20(...TRUNCATED) | [97.809,543.247,151.951,141.809,174.864,173.232,146.507,283.461,201.72,87.414,67.431,90.887,65.071,9(...TRUNCATED) | [2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,2,2,2,2,1,2,2,1,2,2,2,2,2,2,2,2,2,2,1,2,2(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 70 | [[[-0.0002400148950982839,-0.002689309185370803,-0.0009390114573761821,-0.001614662236534059,-0.0034(...TRUNCATED) | [
"DES-G",
"DES-R",
"DES-Z"
] | LegacySurveyImage | SN II | |
SN2019wqf | legacy_9011_543658_809 | [58831.57,58835.493,58838.493,58838.555,58846.553,58846.572,58850.516,58850.549,58853.527,58853.555,(...TRUNCATED) | [535610.0959270529,551674.0124588849,575453.4465779979,568780.2534703508,386245.1940576495,407565.31(...TRUNCATED) | [11940.693218446215,10465.107696055047,26014.179546222957,20330.083675380596,4316.74391657816,5238.1(...TRUNCATED) | ["g","r","g","r","g","r","r","g","g","r","g","r","g","g","r","r","r","g","g","r","g","g","r","r","g"(...TRUNCATED) | [14751.927,15194.364,15849.304,15665.509,10638.076,11225.281,9146.041,7043.295,5689.399,9200.875,482(...TRUNCATED) | [328.874,288.233,716.49,559.937,118.893,144.271,154.978,111.966,94.442,109.383,201.959,113.282,189.2(...TRUNCATED) | [1,2,1,2,1,2,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,1,2,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2,1(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 140 | [[[-0.00030709183192811906,-0.0004026889509987086,-0.0008695037104189396,-0.0008957631653174758,0.00(...TRUNCATED) | [
"DES-G",
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] | LegacySurveyImage | SN Ia | |
SN2019wyp | legacy_10000_424970_4616 | [58828.552,58828.569,58833.492,58833.556,58837.547,58838.573,58846.547,58846.568,58850.488,58850.561(...TRUNCATED) | [122719.54743276811,128919.83137407713,129552.93057817976,118922.65867500979,116715.94287372805,1069(...TRUNCATED) | [8172.923320680447,5347.921899930724,10282.69728133855,11055.690459944095,7930.931797176175,29186.93(...TRUNCATED) | ["g","r","r","g","g","r","g","r","r","g","g","g","r","r","g","r","r","g","r","g","g","r","g","g","r"(...TRUNCATED) | [3379.977,3550.747,3568.184,3275.402,3214.624,2944.766,2342.29,2573.135,2252.449,1380.333,1336.358,1(...TRUNCATED) | [225.101,147.294,283.209,304.499,218.436,803.875,76.573,92.902,107.991,113.369,75.175,69.765,165.948(...TRUNCATED) | [1,2,2,1,1,2,1,2,2,1,1,1,2,2,1,2,2,1,2,1,1,2,1,1,2,2,2,2,2,2,2,1,2,1,2,1,2,2,1,2,2,2,2,1,2,1,2,2,2,1(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 51 | [[[-0.0020793299190700054,-0.0003832165675703436,0.0010449473047628999,0.0020976339001208544,-0.0015(...TRUNCATED) | [
"DES-G",
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"DES-Z"
] | LegacySurveyImage | SN Ia | |
SN2019yfu | legacy_10000_338333_9365 | [58805.558,58850.52,58850.543,58853.504,58856.543,58860.397,58872.439,58872.545,58875.502,58881.459,(...TRUNCATED) | [62625.736123853705,106089.1565198839,122681.09746676797,120396.21096029424,100215.96959811727,78724(...TRUNCATED) | [19555.384029917634,5729.734782326962,4202.483252742009,3134.3802312193266,3641.709197149589,11675.2(...TRUNCATED) | [
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] | [1724.856,2921.938,3378.918,3315.987,2760.177,2168.242,730.185,1643.008,1336.107,328.514,1105.77,130(...TRUNCATED) | [538.6,157.81,115.746,86.328,100.301,321.562,98.642,99.49,119.039,83.16,154.247,179.216,124.61,80.98(...TRUNCATED) | [
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] | 17 | [[[-0.002484990982338786,-0.0015732221072539687,0.0029789707623422146,-0.0008371268049813807,0.00030(...TRUNCATED) | [
"DES-G",
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"DES-Z"
] | LegacySurveyImage | SN Ia | |
SN2019yuf | legacy_10000_394084_192 | [58814.515,58828.545,58828.567,58831.457,58837.461,58837.502,58846.565,58849.502,58849.545,58852.545(...TRUNCATED) | [27706.19589706258,46185.08980239234,52484.058358987866,50597.10540054217,73383.44842424798,47446.24(...TRUNCATED) | [6499.678105272437,9225.087215598724,5447.078516688438,9282.272009225013,11569.881601109511,6758.552(...TRUNCATED) | ["g","g","r","r","r","g","r","g","r","r","r","g","r","r","r","r","g","r","r","g","g","r","r","r","g"(...TRUNCATED) | [763.092,1272.043,1445.531,1393.56,2021.148,1306.778,1620.248,811.643,1737.576,1565.562,1750.656,601(...TRUNCATED) | [179.016,254.08,150.025,255.655,318.661,186.146,123.875,86.799,215.202,102.469,215.015,89.853,143.18(...TRUNCATED) | [1,1,2,2,2,1,2,1,2,2,2,1,2,2,2,2,1,2,2,1,1,2,2,2,1,2,2,2,1,1,2,2,1,2,1,2,1,2,1,1,2,2,2,2,2,2,2,2,2,2(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 71 | [[[-0.0018815561197698116,-0.004900024272501469,-0.00038742704782634974,-0.0016972811426967382,-0.00(...TRUNCATED) | [
"DES-G",
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] | LegacySurveyImage | SN Ibc | |
SN2019yvr | legacy_10000_328253_2434 | [58850.521,58850.543,58853.504,58856.543,58872.438,58872.544,58875.501,58881.48,58884.459,58884.519,(...TRUNCATED) | [2704353.30623503,1155304.1677851218,1362404.1443806258,1319428.0110419025,443846.6560595946,1904869(...TRUNCATED) | [14787.29778345476,10657.466449472247,8157.674042380103,8205.418806582371,6623.814492198335,11745.72(...TRUNCATED) | ["r","g","g","g","g","r","r","g","g","r","g","r","g","r","g","r","r","r","r","r","r","g","g","r","g"(...TRUNCATED) | [74484.075,31819.719,37523.726,36340.065,12224.552,52464.456,42768.834,8451.083,7494.21,32857.363,80(...TRUNCATED) | [407.276,293.531,224.681,225.996,182.435,323.504,421.328,153.899,217.765,313.5,272.946,327.393,194.2(...TRUNCATED) | [2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2,2,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,2,1,2,2,2,1,1,1,2,1,2,1,1,2,1(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 116 | [[[0.08405225723981857,0.08256280422210693,0.08549356460571289,0.08290112763643265,0.080859817564487(...TRUNCATED) | [
"DES-G",
"DES-R",
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] | LegacySurveyImage | SN Ibc |
End of preview. Expand in Data Studio
AstroBridge YSE external test dataset
This dataset contains 266 spectroscopically labeled YSE DR1 transients that do not overlap the final AstroBridge BTS training dataset by normalized TNS identity or a two-arcsecond transient-coordinate match. The broad-class counts are SN II: 71, SN Ia: 180, SN Ibc: 15.
Each row has at least five valid ZTF g and five valid ZTF r observations, ordered by time. The light-curve flux arrays are in nJy. The ATCAT arrays retain SNANA FLUXCAL at zero point 27.5, with band IDs 1 for g and 2 for r. Every ATCAT point is included.
The host image is a Legacy Survey DR10 South or DR9 North grz cutout. image_flux is a float32 [3,128,128] tensor in nanomaggies per pixel with bands [DES-G, DES-R, DES-Z]. display_image is rendered deterministically from the same tensor. Objects without an authenticated vetted host association and valid Legacy image are absent.
No captions, split assignment, flags, provenance fields, or other private construction metadata are present in the public Parquet rows. The shards form one deterministic dataset in object_id order.
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