Datasets:

AndyMorgan-NOIRLab
/

BGRS

targetid string	sparcl_id string	target_ra string	target_dec string	desi_z string	spectype string	subtype string	agn_maskbits string	opt_uv_type string	ir_type string	survey_1 string	program string	desi_target string	data_release string	program_score string	unique_object_id string	specobjid string	ra string	dec string	sdss_z string	zerr string	survey_2 string	programname string	FLUX list	IVAR list	MASK list
39627700641470091	33250e91-8786-11ef-893a-525400f334e1	27.20657382980144	-3.421518090759697	0.6745535671630718	GALAXY	--	0	343597645824	545	main	dark	65537	DESI-DR1	0	2304274	8886981249501253632	27.206591000000003	-3.42152	0.6743014	0.00018416884	eboss	eboss	[1.8430922031402588,-6.4690632820129395,0.02689502201974392,0.6238974332809448,-5.514808177947998,-4(...TRUNCATED)	[0.11882594227790833,0.11528020352125168,0.12174241989850998,0.11118040233850479,0.1405946910381317,(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)
39633458191929169	24475e4b-85c5-11ef-9f30-525400f334e1	189.3282583219935	66.3812438835936	0.5111592009552512	GALAXY	--	0	343597645824	545	main	bright	1152921504606847233	DESI-DR1	1	15311863	556196235376093184	189.32822	66.381241	0.5107687	0.00012839078	sdss	legacy	[2.854936361312866,3.2484567165374756,-3.866661787033081,5.45077657699585,-3.708928346633911,-2.5522(...TRUNCATED)	[0.011606867425143719,0.007234106305986643,0.011417640373110771,0.01624552346765995,0.02086902596056(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)
39627975007667359	055f60d0-89bd-11ef-aa34-525400f334e1	207.7838892327628	7.858809179976194	0.3821455018366198	GALAXY	--	0	343597645824	545	main	bright	1152921504606912513	DESI-DR1	1	7678274	6127182027949363200	207.78387999999995	7.8588203	0.38215286	5.4113883e-05	boss	boss	[-2.320448875427246,2.233947992324829,-0.6899396777153015,2.8990843296051025,-4.189083099365234,3.11(...TRUNCATED)	[0.03509202226996422,0.02762450836598873,0.03093758597970009,0.027527593076229095,0.0275823846459388(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)
39627817507361632	91710b3a-8b6b-11ef-a448-525400f334e1	153.9687899427368	1.278211915911801	0.1066679478384522	GALAXY	--	0	343597645824	545	main	bright	5764607523034234880	DESI-DR1	1	4797655	566407676150441984	153.96881	1.2782206	0.10663092	2.7560505e-05	sdss	legacy	[-3.6014468669891357,-2.5776238441467285,6.22373628616333,4.101918697357178,-3.2777225971221924,10.2(...TRUNCATED)	[0.036278385668992996,0.029126066714525223,0.026913631707429886,0.027735363692045212,0.0308101586997(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)
39627772938684127	d11d5d31-87b2-11ef-8b09-525400f334e1	17.29884860677743	-0.4333473899590304	2.422162846284778	QSO	HIZ	36879	262144	529	main	dark	4611686018428305446	DESI-DR1	0	3735133	8865365125659643904	17.29886399999998	-0.43335653	2.4082308	0.00028441014	eboss	eboss	[5.251149654388428,0.5140218734741211,2.330143928527832,2.483250379562378,-3.219094753265381,1.31319(...TRUNCATED)	[0.28213149309158325,0.31956014037132263,0.26081088185310364,0.2767206132411957,0.2927611470222473,0(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)
39628530316740341	909486e6-895f-11ef-83ab-525400f334e1	28.4803034320407	32.44868958331067	0.4945197072014668	GALAXY	--	0	131072	545	main	dark	1152921504606912513	DESI-DR1	0	11880340	7434504386913783808	28.48031900000001	32.448687	0.4947193	0.000120950586	boss	boss	[-4.810473442077637,3.833207607269287,3.0810232162475586,-0.20575061440467834,-0.8506472110748291,0.(...TRUNCATED)	[0.1677171140909195,0.12193220108747482,0.115970179438591,0.1363624930381775,0.13048015534877777,0.1(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)
39628481176273052	a87c2922-8641-11ef-b93b-525400f334e1	210.8231976445114	30.05652189708153	0.4763215761149087	GALAXY	--	0	262144	545	main	dark	1152921504606912513	DESI-DR1	0	11333347	7312901420713529344	210.82322999999997	30.056572	0.47632703	9.9307996e-05	boss	boss	[-4.374136924743652,3.438054323196411,5.339553356170654,3.2672460079193115,6.800482749938965,1.01620(...TRUNCATED)	[0.05708039179444313,0.059972040355205536,0.06414975225925446,0.07294504344463348,0.0570777095854282(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)
39628370337599637	0bb09b9f-8620-11ef-83ba-525400f334e1	337.6569278452424	24.67040028308489	0.1213257040440205	GALAXY	--	0	343597645824	10923	main	bright	1152921504606846976	DESI-DR1	1	10562522	7093229994445656064	337.6569099999999	24.670419	0.121323705	1.5247992e-05	boss	boss	[16.768325805664062,7.368499755859375,19.537391662597656,5.5951924324035645,-7.393088340759277,15.81(...TRUNCATED)	[0.015833869576454163,0.015402079559862614,0.016036763787269592,0.013318930752575397,0.0220181308686(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)
39627902014193758	8ecb5575-8ba6-11ef-a925-525400f334e1	154.6856736354926	4.746916764211721	0.101879105416259	GALAXY	--	0	343597522944	10923	main	bright	5764607523034234880	DESI-DR1	1	6522585	646429038881040384	154.6857	4.7469245	0.10184104	1.9988845e-05	sdss	legacy	[-4.85901403427124,5.473151683807373,7.047201156616211,2.3614017963409424,-2.1524851322174072,9.3148(...TRUNCATED)	[0.05542311817407608,0.024613916873931885,0.04461333155632019,0.04328448325395584,0.0467199459671974(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)
39628149343916014	56436d23-890b-11ef-bb40-525400f334e1	6.195710572466942	15.21334847342045	0.7969166117760172	QSO	LOZ	45195	211100106752	273	main	dark	4611686018428305446	DESI-DR1	0	9205425	6962827912337969152	6.1957115999999814	15.213359	0.79629093	0.00013218807	boss	boss	[2.367543935775757,4.631087303161621,-3.254627227783203,-2.3904664516448975,1.1844329833984375,0.765(...TRUNCATED)	[0.04576149210333824,0.051487911492586136,0.05789642781019211,0.06041392311453819,0.0622704811394214(...TRUNCATED)	[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)

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Check out the documentation for more information.

    tags: [astronomy, spectroscopy, NOIRLab]
    license: CC-BY-4.0
    language: en
    ---

    # BGRS

    **Quick facts:** full: 1089977 rows  • filtered_train/test combined: 1083363 rows • Vector dim: 7781

    **Description:** This dataset contains scalar metadata (from FITS HDU 1) together with dense per-row vectors extracted from HDF5.

    ## Splits
    - `full` — all rows
    - `train` — 80% of filtered selection (criterion: GALAXY delta_z < 0.0033 or QSO delta_z < 0.01)
    - `test`  — 20% of filtered selection

    ## Usage
    ```python
    from datasets import load_dataset
    ds_full = load_dataset("AndyMorgan-NOIRLab/BGRS", split="full")
    ds_train = load_dataset("AndyMorgan-NOIRLab/BGRS", split="train")
    ds_test = load_dataset("AndyMorgan-NOIRLab/BGRS", split="test")

Downloads last month: 6

Size of downloaded dataset files:

138 GB

Size of the auto-converted Parquet files:

138 GB

Number of rows:

2,173,340

Models trained or fine-tuned on AndyMorgan-NOIRLab/BGRS

AndyMorgan-NOIRLab/AEON-Flow

Updated Jan 9