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README.md

@@ -1,5 +1,9 @@
 ---
-description: 'The GZ10 catalog from Leung et al. (2018) is a dataset of 17,736 galaxies
+{}
+---
+
+    ---
+    description: 'The GZ10 catalog from Leung et al. (2018) is a dataset of 17,736 galaxies
   with labels from the Galaxy Zoo 2 project.
 
   The catalog includes the following features for each galaxy: right ascension, declination,
@@ -7,51 +11,61 @@ description: 'The GZ10 catalog from Leung et al. (2018) is a dataset of 17,736 g
 
   '
 homepage: https://astronn.readthedocs.io/en/latest/galaxy10.html
-version: 0.0.1
-citation: "@article{walmsley2022galaxy,\n  title={Galaxy Zoo DECaLS: Detailed visual\
-  \ morphology measurements from volunteers and deep learning for 314 000 galaxies},\n\
-  \  author={Walmsley, Mike and Lintott, Chris and G{'e}ron, Tobias and Kruk, Sandor\
-  \ and Krawczyk, Coleman and Willett, Kyle W and Bamford, Steven and Kelvin, Lee\
-  \ S and Fortson, Lucy and Gal, Yarin and others},\n  journal={Monthly Notices of\
-  \ the Royal Astronomical Society},\n  volume={509},\n  number={3},\n  pages={3966--3988},\n\
-  \  year={2022},\n  publisher={Oxford University Press}\n}\n"
-dataset_info:
-  config_name: gz10_rgb_images
-  features:
-  - name: gz10_label
-    dtype: int32
-  - name: redshift
-    dtype: float32
-  - name: object_id
-    dtype: string
-  - name: rgb_image
-    dtype: image
-  - name: rgb_pixel_scale
-    dtype: float32
-  splits:
-  - name: train
-    num_bytes: 2542724016.0
-    num_examples: 17736
-  download_size: 2535620959
-  dataset_size: 2542724016.0
-configs:
-- config_name: gz10_rgb_images
-  data_files:
-  - split: train
-    path: gz10_rgb_images/train-*
----
+version: 1.0.0
+citation: "% % ACKNOWLEDGEMENTS\n% From https://astronn.readthedocs.io/en/stable/galaxy10.html#acknowledgments\n\
+  % \n% The GZ10 catalog from Leung et al. (2018) is a dataset of 17,736 galaxies\
+  \ with labels from the Galaxy Zoo 2 project. The catalog includes the following\
+  \ features for each galaxy: right ascension, declination, redshift, and a label.\
+  \ Galaxy10 DECaLS images come from DESI Legacy Imaging Surveys and labels come from\
+  \ Galaxy Zoo.\n% \n% Galaxy10 dataset classification labels come from Galaxy Zoo.\n\
+  % Galaxy10 dataset images come from DESI Legacy Imaging Surveys.\n% \n% Galaxy Zoo\
+  \ is described in Lintott et al. 2008, the GalaxyZoo Data Release 2 is described\
+  \ in Lintott et al. 2011, Galaxy Zoo DECals Campaign is described in Walmsley M.\
+  \ et al. 2021, DESI Legacy Imaging Surveys is described in Dey A. et al., 2019\n\
+  % \n% The Legacy Surveys consist of three individual and complementary projects:\
+  \ the Dark Energy Camera Legacy Survey (DECaLS; Proposal ID #2014B-0404; PIs: David\
+  \ Schlegel and Arjun Dey), the Beijing-Arizona Sky Survey (BASS; NOAO Prop. ID #2015A-0801;\
+  \ PIs: Zhou Xu and Xiaohui Fan), and the Mayall z-band Legacy Survey (MzLS; Prop.\
+  \ ID #2016A-0453; PI: Arjun Dey). DECaLS, BASS and MzLS together include data obtained,\
+  \ respectively, at the Blanco telescope, Cerro Tololo Inter-American Observatory,\
+  \ NSF’s NOIRLab; the Bok telescope, Steward Observatory, University of Arizona;\
+  \ and the Mayall telescope, Kitt Peak National Observatory, NOIRLab. The Legacy\
+  \ Surveys project is honored to be permitted to conduct astronomical research on\
+  \ Iolkam Du’ag (Kitt Peak), a mountain with particular significance to the Tohono\
+  \ O’odham Nation.\n% \n% CITATION\n@article{walmsley2022galaxy,\n  title={Galaxy\
+  \ Zoo DECaLS: Detailed visual morphology measurements from volunteers and deep learning\
+  \ for 314 000 galaxies},\n  author={Walmsley, Mike and Lintott, Chris and G{\\'e}ron,\
+  \ Tobias and Kruk, Sandor and Krawczyk, Coleman and Willett, Kyle W and Bamford,\
+  \ Steven and Kelvin, Lee S and Fortson, Lucy and Gal, Yarin and others},\n  journal={Monthly\
+  \ Notices of the Royal Astronomical Society},\n  volume={509},\n  number={3},\n\
+  \  pages={3966--3988},\n  year={2022},\n  publisher={Oxford University Press}\n\
+  }\n"
+    ---
 
-# Gz10 Dataset
+    # Gz10 Dataset
 
-MIT License
+    MIT License
 
-The GZ10 catalog from Leung et al. (2018) is a dataset of 17,736 galaxies with labels from the Galaxy Zoo 2 project.
+    The GZ10 catalog from Leung et al. (2018) is a dataset of 17,736 galaxies with labels from the Galaxy Zoo 2 project.
 The catalog includes the following features for each galaxy: right ascension, declination, redshift, and a label from the Galaxy Zoo 2 project.
 
 
+    % % ACKNOWLEDGEMENTS
+% From https://astronn.readthedocs.io/en/stable/galaxy10.html#acknowledgments
+% 
+% The GZ10 catalog from Leung et al. (2018) is a dataset of 17,736 galaxies with labels from the Galaxy Zoo 2 project. The catalog includes the following features for each galaxy: right ascension, declination, redshift, and a label. Galaxy10 DECaLS images come from DESI Legacy Imaging Surveys and labels come from Galaxy Zoo.
+% 
+% Galaxy10 dataset classification labels come from Galaxy Zoo.
+% Galaxy10 dataset images come from DESI Legacy Imaging Surveys.
+% 
+% Galaxy Zoo is described in Lintott et al. 2008, the GalaxyZoo Data Release 2 is described in Lintott et al. 2011, Galaxy Zoo DECals Campaign is described in Walmsley M. et al. 2021, DESI Legacy Imaging Surveys is described in Dey A. et al., 2019
+% 
+% The Legacy Surveys consist of three individual and complementary projects: the Dark Energy Camera Legacy Survey (DECaLS; Proposal ID #2014B-0404; PIs: David Schlegel and Arjun Dey), the Beijing-Arizona Sky Survey (BASS; NOAO Prop. ID #2015A-0801; PIs: Zhou Xu and Xiaohui Fan), and the Mayall z-band Legacy Survey (MzLS; Prop. ID #2016A-0453; PI: Arjun Dey). DECaLS, BASS and MzLS together include data obtained, respectively, at the Blanco telescope, Cerro Tololo Inter-American Observatory, NSF’s NOIRLab; the Bok telescope, Steward Observatory, University of Arizona; and the Mayall telescope, Kitt Peak National Observatory, NOIRLab. The Legacy Surveys project is honored to be permitted to conduct astronomical research on Iolkam Du’ag (Kitt Peak), a mountain with particular significance to the Tohono O’odham Nation.
+% 
+% CITATION
 @article{walmsley2022galaxy,
   title={Galaxy Zoo DECaLS: Detailed visual morphology measurements from volunteers and deep learning for 314 000 galaxies},
-  author={Walmsley, Mike and Lintott, Chris and G{'e}ron, Tobias and Kruk, Sandor and Krawczyk, Coleman and Willett, Kyle W and Bamford, Steven and Kelvin, Lee S and Fortson, Lucy and Gal, Yarin and others},
+  author={Walmsley, Mike and Lintott, Chris and G{\'e}ron, Tobias and Kruk, Sandor and Krawczyk, Coleman and Willett, Kyle W and Bamford, Steven and Kelvin, Lee S and Fortson, Lucy and Gal, Yarin and others},
   journal={Monthly Notices of the Royal Astronomical Society},
   volume={509},
   number={3},
@@ -60,3 +74,4 @@ The catalog includes the following features for each galaxy: right ascension, de
   publisher={Oxford University Press}
 }
 
+