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  ---
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- dataset_info:
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- config_name: all
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- features:
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- - name: spectrum
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- sequence:
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- - name: flux
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- dtype: float32
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- - name: ivar
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- dtype: float32
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- - name: lsf_sigma
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- dtype: float32
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- - name: lambda
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- dtype: float32
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- - name: mask
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- dtype: bool
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- - name: VDISP
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- dtype: float32
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- - name: VDISP_ERR
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- dtype: float32
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- - name: Z
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- dtype: float32
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- - name: Z_ERR
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- dtype: float32
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- - name: ZWARNING
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- dtype: bool
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- - name: SPECTROFLUX_U
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- dtype: float32
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- - name: SPECTROFLUX_G
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- dtype: float32
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- - name: SPECTROFLUX_R
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- dtype: float32
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- - name: SPECTROFLUX_I
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- dtype: float32
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- - name: SPECTROFLUX_Z
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- dtype: float32
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- - name: SPECTROFLUX_IVAR_U
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- dtype: float32
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- - name: SPECTROFLUX_IVAR_G
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- dtype: float32
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- - name: SPECTROFLUX_IVAR_R
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- dtype: float32
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- - name: SPECTROFLUX_IVAR_I
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- dtype: float32
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- - name: SPECTROFLUX_IVAR_Z
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- dtype: float32
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- - name: SPECTROSYNFLUX_U
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- dtype: float32
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- - name: SPECTROSYNFLUX_G
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- dtype: float32
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- - name: SPECTROSYNFLUX_R
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- dtype: float32
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- - name: SPECTROSYNFLUX_I
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- dtype: float32
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- - name: SPECTROSYNFLUX_Z
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- dtype: float32
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- - name: SPECTROSYNFLUX_IVAR_U
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- dtype: float32
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- - name: SPECTROSYNFLUX_IVAR_G
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- dtype: float32
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- - name: SPECTROSYNFLUX_IVAR_R
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- dtype: float32
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- - name: SPECTROSYNFLUX_IVAR_I
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- dtype: float32
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- - name: SPECTROSYNFLUX_IVAR_Z
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- dtype: float32
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- - name: object_id
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- dtype: string
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- splits:
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- - name: train
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- num_bytes: 75142500
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- num_examples: 1000
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- download_size: 65472420
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- dataset_size: 75142500
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- configs:
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- - config_name: all
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- data_files:
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- - split: train
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- path: all/train-*
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ description: 'Spectra dataset based on SDSS-IV.
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+
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+ '
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+ homepage: https://www.sdss.org/
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+ version: 1.0.0
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+ citation: "\n@ARTICLE{2022ApJS..259...35A,\n author = {{Abdurro'uf} and {Accetta},\
8
+ \ Katherine and {Aerts}, Conny and {Silva Aguirre}, V{'\\i}ctor and {Ahumada}, Romina\
9
+ \ and {Ajgaonkar}, Nikhil and {Filiz Ak}, N. and {Alam}, Shadab and {Allende Prieto},\
10
+ \ Carlos and {Almeida}, Andr{'e}s and {Anders}, Friedrich and {Anderson}, Scott\
11
+ \ F. and {Andrews}, Brett H. and {Anguiano}, Borja and {Aquino-Ort{'\\i}z}, Erik\
12
+ \ and {Arag{'o}n-Salamanca}, Alfonso and {Argudo-Fern{'a}ndez}, Maria and {Ata},\
13
+ \ Metin and {Aubert}, Marie and {Avila-Reese}, Vladimir and {Badenes}, Carles and\
14
+ \ {Barb{'a}}, Rodolfo H. and {Barger}, Kat and {Barrera-Ballesteros}, Jorge K. and\
15
+ \ {Beaton}, Rachael L. and {Beers}, Timothy C. and {Belfiore}, Francesco and {Bender},\
16
+ \ Chad F. and {Bernardi}, Mariangela and {Bershady}, Matthew A. and {Beutler}, Florian\
17
+ \ and {Bidin}, Christian Moni and {Bird}, Jonathan C. and {Bizyaev}, Dmitry and\
18
+ \ {Blanc}, Guillermo A. and {Blanton}, Michael R. and {Boardman}, Nicholas Fraser\
19
+ \ and {Bolton}, Adam S. and {Boquien}, M{'e}d{'e}ric and {Borissova}, Jura and {Bovy},\
20
+ \ Jo and {Brandt}, W.~N. and {Brown}, Jordan and {Brownstein}, Joel R. and {Brusa},\
21
+ \ Marcella and {Buchner}, Johannes and {Bundy}, Kevin and {Burchett}, Joseph N.\
22
+ \ and {Bureau}, Martin and {Burgasser}, Adam and {Cabang}, Tuesday K. and {Campbell},\
23
+ \ Stephanie and {Cappellari}, Michele and {Carlberg}, Joleen K. and {Wanderley},\
24
+ \ F{'a}bio Carneiro and {Carrera}, Ricardo and {Cash}, Jennifer and {Chen}, Yan-Ping\
25
+ \ and {Chen}, Wei-Huai and {Cherinka}, Brian and {Chiappini}, Cristina and {Choi},\
26
+ \ Peter Doohyun and {Chojnowski}, S. Drew and {Chung}, Haeun and {Clerc}, Nicolas\
27
+ \ and {Cohen}, Roger E. and {Comerford}, Julia M. and {Comparat}, Johan and {da\
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+ \ Costa}, Luiz and {Covey}, Kevin and {Crane}, Jeffrey D. and {Cruz-Gonzalez}, Irene\
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+ \ and {Culhane}, Connor and {Cunha}, Katia and {Dai}, Y. Sophia and {Damke}, Guillermo\
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+ \ and {Darling}, Jeremy and {Davidson}, James W., Jr. and {Davies}, Roger and {Dawson},\
31
+ \ Kyle and {De Lee}, Nathan and {Diamond-Stanic}, Aleksandar M. and {Cano-D{'\\\
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+ i}az}, Mariana and {S{'a}nchez}, Helena Dom{'\\i}nguez and {Donor}, John and {Duckworth},\
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+ \ Chris and {Dwelly}, Tom and {Eisenstein}, Daniel J. and {Elsworth}, Yvonne P.\
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+ \ and {Emsellem}, Eric and {Eracleous}, Mike and {Escoffier}, Stephanie and {Fan},\
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+ \ Xiaohui and {Farr}, Emily and {Feng}, Shuai and {Fern{'a}ndez-Trincado}, Jos{'e}\
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+ \ G. and {Feuillet}, Diane and {Filipp}, Andreas and {Fillingham}, Sean P. and {Frinchaboy},\
37
+ \ Peter M. and {Fromenteau}, Sebastien and {Galbany}, Llu{'\\i}s and {Garc{'\\i}a},\
38
+ \ Rafael A. and {Garc{'\\i}a-Hern{'a}ndez}, D.~A. and {Ge}, Junqiang and {Geisler},\
39
+ \ Doug and {Gelfand}, Joseph and {G{'e}ron}, Tobias and {Gibson}, Benjamin J. and\
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+ \ {Goddy}, Julian and {Godoy-Rivera}, Diego and {Grabowski}, Kathleen and {Green},\
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+ \ Paul J. and {Greener}, Michael and {Grier}, Catherine J. and {Griffith}, Emily\
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+ \ and {Guo}, Hong and {Guy}, Julien and {Hadjara}, Massinissa and {Harding}, Paul\
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+ \ and {Hasselquist}, Sten and {Hayes}, Christian R. and {Hearty}, Fred and {Hern{'a}ndez},\
44
+ \ Jes{'u}s and {Hill}, Lewis and {Hogg}, David W. and {Holtzman}, Jon A. and {Horta},\
45
+ \ Danny and {Hsieh}, Bau-Ching and {Hsu}, Chin-Hao and {Hsu}, Yun-Hsin and {Huber},\
46
+ \ Daniel and {Huertas-Company}, Marc and {Hutchinson}, Brian and {Hwang}, Ho Seong\
47
+ \ and {Ibarra-Medel}, H{'e}ctor J. and {Chitham}, Jacob Ider and {Ilha}, Gabriele\
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+ \ S. and {Imig}, Julie and {Jaekle}, Will and {Jayasinghe}, Tharindu and {Ji}, Xihan\
49
+ \ and {Johnson}, Jennifer A. and {Jones}, Amy and {J{\"o}nsson}, Henrik and {Katkov},\
50
+ \ Ivan and {Khalatyan}, Arman, Dr. and {Kinemuchi}, Karen and {Kisku}, Shobhit and\
51
+ \ {Knapen}, Johan H. and {Kneib}, Jean-Paul and {Kollmeier}, Juna A. and {Kong},\
52
+ \ Miranda and {Kounkel}, Marina and {Kreckel}, Kathryn and {Krishnarao}, Dhanesh\
53
+ \ and {Lacerna}, Ivan and {Lane}, Richard R. and {Langgin}, Rachel and {Lavender},\
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+ \ Ramon and {Law}, David R. and {Lazarz}, Daniel and {Leung}, Henry W. and {Leung},\
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+ \ Ho-Hin and {Lewis}, Hannah M. and {Li}, Cheng and {Li}, Ran and {Lian}, Jianhui\
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+ \ and {Liang}, Fu-Heng and {Lin}, Lihwai and {Lin}, Yen-Ting and {Lin}, Sicheng\
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+ \ and {Lintott}, Chris and {Long}, Dan and {Longa-Pe{\\~n}a}, Pen{'e}lope and {L{'o}pez-Cob{'a}},\
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+ \ Carlos and {Lu}, Shengdong and {Lundgren}, Britt F. and {Luo}, Yuanze and {Mackereth},\
59
+ \ J. Ted and {de la Macorra}, Axel and {Mahadevan}, Suvrath and {Majewski}, Steven\
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+ \ R. and {Manchado}, Arturo and {Mandeville}, Travis and {Maraston}, Claudia and\
61
+ \ {Margalef-Bentabol}, Berta and {Masseron}, Thomas and {Masters}, Karen L. and\
62
+ \ {Mathur}, Savita and {McDermid}, Richard M. and {Mckay}, Myles and {Merloni},\
63
+ \ Andrea and {Merrifield}, Michael and {Meszaros}, Szabolcs and {Miglio}, Andrea\
64
+ \ and {Di Mille}, Francesco and {Minniti}, Dante and {Minsley}, Rebecca and {Monachesi},\
65
+ \ Antonela and {Moon}, Jeongin and {Mosser}, Benoit and {Mulchaey}, John and {Muna},\
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+ \ Demitri and {Mu{\\~n}oz}, Ricardo R. and {Myers}, Adam D. and {Myers}, Natalie\
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+ \ and {Nadathur}, Seshadri and {Nair}, Preethi and {Nandra}, Kirpal and {Neumann},\
68
+ \ Justus and {Newman}, Jeffrey A. and {Nidever}, David L. and {Nikakhtar}, Farnik\
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+ \ and {Nitschelm}, Christian and {O'Connell}, Julia E. and {Garma-Oehmichen}, Luis\
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+ \ and {Luan Souza de Oliveira}, Gabriel and {Olney}, Richard and {Oravetz}, Daniel\
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+ \ and {Ortigoza-Urdaneta}, Mario and {Osorio}, Yeisson and {Otter}, Justin and {Pace},\
72
+ \ Zachary J. and {Padilla}, Nelson and {Pan}, Kaike and {Pan}, Hsi-An and {Parikh},\
73
+ \ Taniya and {Parker}, James and {Peirani}, Sebastien and {Pe{\\~n}a Ram{'\\i}rez},\
74
+ \ Karla and {Penny}, Samantha and {Percival}, Will J. and {Perez-Fournon}, Ismael\
75
+ \ and {Pinsonneault}, Marc and {Poidevin}, Fr{'e}d{'e}rick and {Poovelil}, Vijith\
76
+ \ Jacob and {Price-Whelan}, Adrian M. and {B{'a}rbara de Andrade Queiroz}, Anna\
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+ \ and {Raddick}, M. Jordan and {Ray}, Amy and {Rembold}, Sandro Barboza and {Riddle},\
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+ \ Nicole and {Riffel}, Rogemar A. and {Riffel}, Rog{'e}rio and {Rix}, Hans-Walter\
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+ \ and {Robin}, Annie C. and {Rodr{'\\i}guez-Puebla}, Aldo and {Roman-Lopes}, Alexandre\
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+ \ and {Rom{'a}n-Z{'u}{\\~n}iga}, Carlos and {Rose}, Benjamin and {Ross}, Ashley\
81
+ \ J. and {Rossi}, Graziano and {Rubin}, Kate H.~R. and {Salvato}, Mara and {S{'a}nchez},\
82
+ \ Seb{'a}stian F. and {S{'a}nchez-Gallego}, Jos{'e} R. and {Sanderson}, Robyn and\
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+ \ {Santana Rojas}, Felipe Antonio and {Sarceno}, Edgar and {Sarmiento}, Regina and\
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+ \ {Sayres}, Conor and {Sazonova}, Elizaveta and {Schaefer}, Adam L. and {Schiavon},\
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+ \ Ricardo and {Schlegel}, David J. and {Schneider}, Donald P. and {Schultheis},\
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+ \ Mathias and {Schwope}, Axel and {Serenelli}, Aldo and {Serna}, Javier and {Shao},\
87
+ \ Zhengyi and {Shapiro}, Griffin and {Sharma}, Anubhav and {Shen}, Yue and {Shetrone},\
88
+ \ Matthew and {Shu}, Yiping and {Simon}, Joshua D. and {Skrutskie}, M.~F. and {Smethurst},\
89
+ \ Rebecca and {Smith}, Verne and {Sobeck}, Jennifer and {Spoo}, Taylor and {Sprague},\
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+ \ Dani and {Stark}, David V. and {Stassun}, Keivan G. and {Steinmetz}, Matthias\
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+ \ and {Stello}, Dennis and {Stone-Martinez}, Alexander and {Storchi-Bergmann}, Thaisa\
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+ \ and {Stringfellow}, Guy S. and {Stutz}, Amelia and {Su}, Yung-Chau and {Taghizadeh-Popp},\
93
+ \ Manuchehr and {Talbot}, Michael S. and {Tayar}, Jamie and {Telles}, Eduardo and\
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+ \ {Teske}, Johanna and {Thakar}, Ani and {Theissen}, Christopher and {Tkachenko},\
95
+ \ Andrew and {Thomas}, Daniel and {Tojeiro}, Rita and {Hernandez Toledo}, Hector\
96
+ \ and {Troup}, Nicholas W. and {Trump}, Jonathan R. and {Trussler}, James and {Turner},\
97
+ \ Jacqueline and {Tuttle}, Sarah and {Unda-Sanzana}, Eduardo and {V{'a}zquez-Mata},\
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+ \ Jos{'e} Antonio and {Valentini}, Marica and {Valenzuela}, Octavio and {Vargas-Gonz{'a}lez},\
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+ \ Jaime and {Vargas-Maga{\\~n}a}, Mariana and {Alfaro}, Pablo Vera and {Villanova},\
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+ \ Sandro and {Vincenzo}, Fiorenzo and {Wake}, David and {Warfield}, Jack T. and\
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+ \ {Washington}, Jessica Diane and {Weaver}, Benjamin Alan and {Weijmans}, Anne-Marie\
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+ \ and {Weinberg}, David H. and {Weiss}, Achim and {Westfall}, Kyle B. and {Wild},\
103
+ \ Vivienne and {Wilde}, Matthew C. and {Wilson}, John C. and {Wilson}, Robert F.\
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+ \ and {Wilson}, Mikayla and {Wolf}, Julien and {Wood-Vasey}, W.~M. and {Yan}, Renbin\
105
+ \ and {Zamora}, Olga and {Zasowski}, Gail and {Zhang}, Kai and {Zhao}, Cheng and\
106
+ \ {Zheng}, Zheng and {Zheng}, Zheng and {Zhu}, Kai},\n title = \"{The Seventeenth\
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+ \ Data Release of the Sloan Digital Sky Surveys: Complete Release of MaNGA, MaStar,\
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+ \ and APOGEE-2 Data}\",\n journal = {\apjs},\n keywords = {Astronomy data\
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+ \ acquisition, Astronomy databases, Surveys, 1860, 83, 1671, Astrophysics - Astrophysics\
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+ \ of Galaxies, Astrophysics - Instrumentation and Methods for Astrophysics},\n \
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+ \ year = 2022,\n month = apr,\n volume = {259},\n number\
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+ \ = {2},\n eid = {35},\n pages = {35},\n doi = {10.3847/1538-4365/ac4414},\n\
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+ archivePrefix = {arXiv},\n eprint = {2112.02026},\n primaryClass = {astro-ph.GA},\n\
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+ \ adsurl = {https://ui.adsabs.harvard.edu/abs/2022ApJS..259...35A},\n \
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+ \ adsnote = {Provided by the SAO/NASA Astrophysics Data System}\n}\n"
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  ---
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+
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+ # Sdss Dataset
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+
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+
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+
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+ Spectra dataset based on SDSS-IV.
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+
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+
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+
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+ @ARTICLE{2022ApJS..259...35A,
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+ author = {{Abdurro'uf} and {Accetta}, Katherine and {Aerts}, Conny and {Silva Aguirre}, V{'\i}ctor and {Ahumada}, Romina and {Ajgaonkar}, Nikhil and {Filiz Ak}, N. and {Alam}, Shadab and {Allende Prieto}, Carlos and {Almeida}, Andr{'e}s and {Anders}, Friedrich and {Anderson}, Scott F. and {Andrews}, Brett H. and {Anguiano}, Borja and {Aquino-Ort{'\i}z}, Erik and {Arag{'o}n-Salamanca}, Alfonso and {Argudo-Fern{'a}ndez}, Maria and {Ata}, Metin and {Aubert}, Marie and {Avila-Reese}, Vladimir and {Badenes}, Carles and {Barb{'a}}, Rodolfo H. and {Barger}, Kat and {Barrera-Ballesteros}, Jorge K. and {Beaton}, Rachael L. and {Beers}, Timothy C. and {Belfiore}, Francesco and {Bender}, Chad F. and {Bernardi}, Mariangela and {Bershady}, Matthew A. and {Beutler}, Florian and {Bidin}, Christian Moni and {Bird}, Jonathan C. and {Bizyaev}, Dmitry and {Blanc}, Guillermo A. and {Blanton}, Michael R. and {Boardman}, Nicholas Fraser and {Bolton}, Adam S. and {Boquien}, M{'e}d{'e}ric and {Borissova}, Jura and {Bovy}, Jo and {Brandt}, W.~N. and {Brown}, Jordan and {Brownstein}, Joel R. and {Brusa}, Marcella and {Buchner}, Johannes and {Bundy}, Kevin and {Burchett}, Joseph N. and {Bureau}, Martin and {Burgasser}, Adam and {Cabang}, Tuesday K. and {Campbell}, Stephanie and {Cappellari}, Michele and {Carlberg}, Joleen K. and {Wanderley}, F{'a}bio Carneiro and {Carrera}, Ricardo and {Cash}, Jennifer and {Chen}, Yan-Ping and {Chen}, Wei-Huai and {Cherinka}, Brian and {Chiappini}, Cristina and {Choi}, Peter Doohyun and {Chojnowski}, S. Drew and {Chung}, Haeun and {Clerc}, Nicolas and {Cohen}, Roger E. and {Comerford}, Julia M. and {Comparat}, Johan and {da Costa}, Luiz and {Covey}, Kevin and {Crane}, Jeffrey D. and {Cruz-Gonzalez}, Irene and {Culhane}, Connor and {Cunha}, Katia and {Dai}, Y. Sophia and {Damke}, Guillermo and {Darling}, Jeremy and {Davidson}, James W., Jr. and {Davies}, Roger and {Dawson}, Kyle and {De Lee}, Nathan and {Diamond-Stanic}, Aleksandar M. and {Cano-D{'\i}az}, Mariana and {S{'a}nchez}, Helena Dom{'\i}nguez and {Donor}, John and {Duckworth}, Chris and {Dwelly}, Tom and {Eisenstein}, Daniel J. and {Elsworth}, Yvonne P. and {Emsellem}, Eric and {Eracleous}, Mike and {Escoffier}, Stephanie and {Fan}, Xiaohui and {Farr}, Emily and {Feng}, Shuai and {Fern{'a}ndez-Trincado}, Jos{'e} G. and {Feuillet}, Diane and {Filipp}, Andreas and {Fillingham}, Sean P. and {Frinchaboy}, Peter M. and {Fromenteau}, Sebastien and {Galbany}, Llu{'\i}s and {Garc{'\i}a}, Rafael A. and {Garc{'\i}a-Hern{'a}ndez}, D.~A. and {Ge}, Junqiang and {Geisler}, Doug and {Gelfand}, Joseph and {G{'e}ron}, Tobias and {Gibson}, Benjamin J. and {Goddy}, Julian and {Godoy-Rivera}, Diego and {Grabowski}, Kathleen and {Green}, Paul J. and {Greener}, Michael and {Grier}, Catherine J. and {Griffith}, Emily and {Guo}, Hong and {Guy}, Julien and {Hadjara}, Massinissa and {Harding}, Paul and {Hasselquist}, Sten and {Hayes}, Christian R. and {Hearty}, Fred and {Hern{'a}ndez}, Jes{'u}s and {Hill}, Lewis and {Hogg}, David W. and {Holtzman}, Jon A. and {Horta}, Danny and {Hsieh}, Bau-Ching and {Hsu}, Chin-Hao and {Hsu}, Yun-Hsin and {Huber}, Daniel and {Huertas-Company}, Marc and {Hutchinson}, Brian and {Hwang}, Ho Seong and {Ibarra-Medel}, H{'e}ctor J. and {Chitham}, Jacob Ider and {Ilha}, Gabriele S. and {Imig}, Julie and {Jaekle}, Will and {Jayasinghe}, Tharindu and {Ji}, Xihan and {Johnson}, Jennifer A. and {Jones}, Amy and {J{"o}nsson}, Henrik and {Katkov}, Ivan and {Khalatyan}, Arman, Dr. and {Kinemuchi}, Karen and {Kisku}, Shobhit and {Knapen}, Johan H. and {Kneib}, Jean-Paul and {Kollmeier}, Juna A. and {Kong}, Miranda and {Kounkel}, Marina and {Kreckel}, Kathryn and {Krishnarao}, Dhanesh and {Lacerna}, Ivan and {Lane}, Richard R. and {Langgin}, Rachel and {Lavender}, Ramon and {Law}, David R. and {Lazarz}, Daniel and {Leung}, Henry W. and {Leung}, Ho-Hin and {Lewis}, Hannah M. and {Li}, Cheng and {Li}, Ran and {Lian}, Jianhui and {Liang}, Fu-Heng and {Lin}, Lihwai and {Lin}, Yen-Ting and {Lin}, Sicheng and {Lintott}, Chris and {Long}, Dan and {Longa-Pe{\~n}a}, Pen{'e}lope and {L{'o}pez-Cob{'a}}, Carlos and {Lu}, Shengdong and {Lundgren}, Britt F. and {Luo}, Yuanze and {Mackereth}, J. Ted and {de la Macorra}, Axel and {Mahadevan}, Suvrath and {Majewski}, Steven R. and {Manchado}, Arturo and {Mandeville}, Travis and {Maraston}, Claudia and {Margalef-Bentabol}, Berta and {Masseron}, Thomas and {Masters}, Karen L. and {Mathur}, Savita and {McDermid}, Richard M. and {Mckay}, Myles and {Merloni}, Andrea and {Merrifield}, Michael and {Meszaros}, Szabolcs and {Miglio}, Andrea and {Di Mille}, Francesco and {Minniti}, Dante and {Minsley}, Rebecca and {Monachesi}, Antonela and {Moon}, Jeongin and {Mosser}, Benoit and {Mulchaey}, John and {Muna}, Demitri and {Mu{\~n}oz}, Ricardo R. and {Myers}, Adam D. and {Myers}, Natalie and {Nadathur}, Seshadri and {Nair}, Preethi and {Nandra}, Kirpal and {Neumann}, Justus and {Newman}, Jeffrey A. and {Nidever}, David L. and {Nikakhtar}, Farnik and {Nitschelm}, Christian and {O'Connell}, Julia E. and {Garma-Oehmichen}, Luis and {Luan Souza de Oliveira}, Gabriel and {Olney}, Richard and {Oravetz}, Daniel and {Ortigoza-Urdaneta}, Mario and {Osorio}, Yeisson and {Otter}, Justin and {Pace}, Zachary J. and {Padilla}, Nelson and {Pan}, Kaike and {Pan}, Hsi-An and {Parikh}, Taniya and {Parker}, James and {Peirani}, Sebastien and {Pe{\~n}a Ram{'\i}rez}, Karla and {Penny}, Samantha and {Percival}, Will J. and {Perez-Fournon}, Ismael and {Pinsonneault}, Marc and {Poidevin}, Fr{'e}d{'e}rick and {Poovelil}, Vijith Jacob and {Price-Whelan}, Adrian M. and {B{'a}rbara de Andrade Queiroz}, Anna and {Raddick}, M. Jordan and {Ray}, Amy and {Rembold}, Sandro Barboza and {Riddle}, Nicole and {Riffel}, Rogemar A. and {Riffel}, Rog{'e}rio and {Rix}, Hans-Walter and {Robin}, Annie C. and {Rodr{'\i}guez-Puebla}, Aldo and {Roman-Lopes}, Alexandre and {Rom{'a}n-Z{'u}{\~n}iga}, Carlos and {Rose}, Benjamin and {Ross}, Ashley J. and {Rossi}, Graziano and {Rubin}, Kate H.~R. and {Salvato}, Mara and {S{'a}nchez}, Seb{'a}stian F. and {S{'a}nchez-Gallego}, Jos{'e} R. and {Sanderson}, Robyn and {Santana Rojas}, Felipe Antonio and {Sarceno}, Edgar and {Sarmiento}, Regina and {Sayres}, Conor and {Sazonova}, Elizaveta and {Schaefer}, Adam L. and {Schiavon}, Ricardo and {Schlegel}, David J. and {Schneider}, Donald P. and {Schultheis}, Mathias and {Schwope}, Axel and {Serenelli}, Aldo and {Serna}, Javier and {Shao}, Zhengyi and {Shapiro}, Griffin and {Sharma}, Anubhav and {Shen}, Yue and {Shetrone}, Matthew and {Shu}, Yiping and {Simon}, Joshua D. and {Skrutskie}, M.~F. and {Smethurst}, Rebecca and {Smith}, Verne and {Sobeck}, Jennifer and {Spoo}, Taylor and {Sprague}, Dani and {Stark}, David V. and {Stassun}, Keivan G. and {Steinmetz}, Matthias and {Stello}, Dennis and {Stone-Martinez}, Alexander and {Storchi-Bergmann}, Thaisa and {Stringfellow}, Guy S. and {Stutz}, Amelia and {Su}, Yung-Chau and {Taghizadeh-Popp}, Manuchehr and {Talbot}, Michael S. and {Tayar}, Jamie and {Telles}, Eduardo and {Teske}, Johanna and {Thakar}, Ani and {Theissen}, Christopher and {Tkachenko}, Andrew and {Thomas}, Daniel and {Tojeiro}, Rita and {Hernandez Toledo}, Hector and {Troup}, Nicholas W. and {Trump}, Jonathan R. and {Trussler}, James and {Turner}, Jacqueline and {Tuttle}, Sarah and {Unda-Sanzana}, Eduardo and {V{'a}zquez-Mata}, Jos{'e} Antonio and {Valentini}, Marica and {Valenzuela}, Octavio and {Vargas-Gonz{'a}lez}, Jaime and {Vargas-Maga{\~n}a}, Mariana and {Alfaro}, Pablo Vera and {Villanova}, Sandro and {Vincenzo}, Fiorenzo and {Wake}, David and {Warfield}, Jack T. and {Washington}, Jessica Diane and {Weaver}, Benjamin Alan and {Weijmans}, Anne-Marie and {Weinberg}, David H. and {Weiss}, Achim and {Westfall}, Kyle B. and {Wild}, Vivienne and {Wilde}, Matthew C. and {Wilson}, John C. and {Wilson}, Robert F. and {Wilson}, Mikayla and {Wolf}, Julien and {Wood-Vasey}, W.~M. and {Yan}, Renbin and {Zamora}, Olga and {Zasowski}, Gail and {Zhang}, Kai and {Zhao}, Cheng and {Zheng}, Zheng and {Zheng}, Zheng and {Zhu}, Kai},
128
+ title = "{The Seventeenth Data Release of the Sloan Digital Sky Surveys: Complete Release of MaNGA, MaStar, and APOGEE-2 Data}",
129
+ journal = {pjs},
130
+ keywords = {Astronomy data acquisition, Astronomy databases, Surveys, 1860, 83, 1671, Astrophysics - Astrophysics of Galaxies, Astrophysics - Instrumentation and Methods for Astrophysics},
131
+ year = 2022,
132
+ month = apr,
133
+ volume = {259},
134
+ number = {2},
135
+ eid = {35},
136
+ pages = {35},
137
+ doi = {10.3847/1538-4365/ac4414},
138
+ archivePrefix = {arXiv},
139
+ eprint = {2112.02026},
140
+ primaryClass = {astro-ph.GA},
141
+ adsurl = {https://ui.adsabs.harvard.edu/abs/2022ApJS..259...35A},
142
+ adsnote = {Provided by the SAO/NASA Astrophysics Data System}
143
+ }
144
+