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[ -0.059329137206077576, 0.5226534008979797, 0.9519584774971008, -1.3646748065948486, 1.1249690055847168, -0.06375406682491302, 0.3747008144855499, 1.6297645568847656, -1.4122880697250366, 0.8790775537490845, 0.5094202160835266, -0.046604789793491364, 0.5651169419288635, -1.1252206563949585,...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ -0.6503520011901855, 0.8121644258499146, -0.992017388343811, 1.7699660062789917, 0.416465163230896, 1.189486026763916, 0.6277949810028076, 0.9589067101478577, 0.6088311076164246, -1.2774686813354492, -0.19998200237751007, 1.2417750358581543, -0.40701383352279663, -0.11231176555156708, 0....
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ -0.7134402394294739, 0.026018401607871056, 0.3625379502773285, 1.16022527217865, 1.4870296716690063, -0.4492490589618683, 0.1694982498884201, -1.6217201948165894, -0.5834802985191345, 0.1350204199552536, -0.7873924970626831, -0.15848328173160553, -1.0266026258468628, 0.10248813033103943, ...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ -0.8042038679122925, -0.8490909337997437, 0.6890764236450195, -0.5178407430648804, 0.37591153383255005, -0.5579193234443665, -1.5655370950698853, -0.33570733666419983, -0.4523276090621948, 0.13363872468471527, 0.11754065006971359, 0.28630387783050537, -0.42571282386779785, -2.1733729839324...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ -0.2906750738620758, 0.5384581089019775, -0.6205557584762573, 0.15788866579532623, 0.3043939471244812, -1.00832200050354, 0.0015586557565256953, -0.06783926486968994, -0.18516336381435394, -0.31206709146499634, -0.11201494187116623, 0.1559772491455078, -0.24611137807369232, -1.907961606979...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ -0.8797616362571716, -0.8758549094200134, -0.638649582862854, 0.6844173073768616, -0.04121013730764389, 0.22171662747859955, 0.7393699288368225, 1.7081809043884277, 0.9399934411048889, 0.8670453429222107, 0.04947919026017189, -0.06350692361593246, -0.125407874584198, -0.6546391248703003, ...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ -0.1900462806224823, 1.0669492483139038, 0.4158268868923187, -0.21577969193458557, 1.1972030401229858, 0.35132884979248047, 0.16424573957920074, -0.32437950372695923, 1.8036617040634155, 1.2450038194656372, 0.3692782521247864, -0.0021652430295944214, 0.6359094977378845, 1.374680757522583, ...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ -0.45549139380455017, -1.4334200620651245, 0.26432159543037415, -1.27159583568573, 0.7027314305305481, 2.1571829319000244, 0.6382743120193481, 0.17010486125946045, 0.1610899269580841, -1.697059988975525, -1.6013174057006836, -0.09844048321247101, -3.124746561050415, -0.38148385286331177, ...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ -0.12077189236879349, -0.2320680320262909, -0.7701119184494019, -0.660062313079834, 0.06542910635471344, -0.8486166000366211, -1.2045323848724365, -1.505085825920105, 1.5851514339447021, 0.132161945104599, 2.5181171894073486, 1.1627470254898071, -0.6872040033340454, 0.08325311541557312, ...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ 0.5566960573196411, 2.2075953483581543, 0.08593042939901352, 0.5355475544929504, 2.0779967308044434, -1.0114507675170898, -1.8554173707962036, -0.2861601412296295, 1.798838496208191, -0.36325138807296753, -0.17102445662021637, -0.8145790696144104, -1.3083857297897339, -0.7985107898712158, ...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ 0.5295354127883911, -0.1935596764087677, -1.106304407119751, 0.3115919232368469, -1.019327998161316, 0.3488602340221405, 1.8066985607147217, 0.5960094928741455, 0.3828178644180298, -0.21935522556304932, 1.640486478805542, 1.3096367120742798, 0.9809708595275879, 0.21319381892681122, 0.930...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ 0.4502679407596588, 0.36712390184402466, 0.9368936419487, -0.8431195616722107, -0.775634765625, 0.829803466796875, -0.6352351307868958, 0.6008052229881287, -0.026604577898979187, -0.14754408597946167, 0.8320456743240356, -1.233954668045044, -0.8175159692764282, -0.5984169244766235, -0.73...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ -0.4200485348701477, 0.4882935583591461, 0.38776734471321106, -2.4299306869506836, 0.8711768388748169, -0.9043400883674622, -0.11316785216331482, -0.1911221444606781, 0.29816633462905884, 1.2439912557601929, 1.0691548585891724, 0.03163762763142586, -1.640644907951355, 0.1690877377986908, ...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ -0.5899494290351868, -0.9625371694564819, 0.8149540424346924, 0.9118818640708923, 0.43028903007507324, 0.7528212666511536, -0.5387199521064758, -1.9089895486831665, -0.5434793829917908, -2.128577470779419, -1.3916300535202026, 0.26622143387794495, -2.1403324604034424, -0.8175235986709595, ...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ 0.5378197431564331, -1.1250157356262207, 1.0148624181747437, 0.198062926530838, -1.0945409536361694, 0.9635988473892212, 0.23445217311382294, -0.8229338526725769, 1.5252556800842285, -1.3304355144500732, -1.2445181608200073, 0.3838232159614563, 0.652354896068573, 1.3024355173110962, -1.7...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ -0.10827946662902832, 0.46519288420677185, 0.7133735418319702, -0.9802114963531494, -1.6135538816452026, 0.5387886166572571, 1.1822322607040405, -0.1517346352338791, -1.3271206617355347, 1.2727733850479126, -1.2955524921417236, 0.0071220663376152515, 0.33406466245651245, -1.774147629737854...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ -0.47830748558044434, 1.4973845481872559, 1.3465508222579956, -1.2491304874420166, -0.5091149806976318, 0.05196482315659523, 0.20178888738155365, 0.9129771590232849, -0.4395695924758911, -0.3372878134250641, 1.0278801918029785, -0.6670559644699097, 0.7692789435386658, -0.21408069133758545,...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ -0.4128873944282532, 1.1569169759750366, 0.41214969754219055, 0.18471349775791168, -0.2794719338417053, 1.6363818645477295, 0.06002482771873474, -0.2337879091501236, 1.835647463798523, 0.014834366738796234, -0.08411341905593872, -0.26219290494918823, -3.7367210388183594, -0.313915610313415...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis
[ -0.15379393100738525, -1.209347128868103, -0.4342699944972992, -1.5167611837387085, -0.020065253600478172, 1.3582489490509033, -0.7764449119567871, 0.09999198466539383, -0.15010245144367218, -0.6074910759925842, -1.2056138515472412, 1.3747408390045166, -1.0303561687469482, 0.54157185554504...
SDSS spectra interpolated to DESI wavelength grid and processed through SpecFormer
specutils
SDSS
DESI
polymathic-ai/specformer
7,500
2,319
768
SpecFormer standard preprocessing (normalize, slice, pad)
HSC_vs_SDSS_analysis_script
These embeddings can be compared with HSC image embeddings for cross-modal analysis