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Jupyter Notebooks

Date Notebook Rendered Description Author
June 23 a01_dmstack_analysis_ngals5k_z0.5_125_280.ipynb ipynb, rendered Bhishan Poudel
Jan 16 a01_cleancat15_eT_ratio_100.ipynb ipynb, rendered Bhishan Poudel
Jan 13 a01_cleancat15_gc0_gm0.ipynb ipynb, rendered Bhishan Poudel
Jan 10 a01_cleancat15_gc0_gm0.ipynb ipynb, rendered Bhishan Poudel
Jan 08 a01_cleancat15_gc0_gm0_100.ipynb ipynb, rendered Bhishan Poudel
Jan 08 a01_cleancat15_gc0_gm0.ipynb ipynb, rendered Bhishan Poudel
Dec 17 a01_cleancat15_gc0_gm0.ipynb ipynb, rendered Bhishan Poudel
Dec 09 a03_cleancat15_gc0_gm0_cleaned.ipynb ipynb, rendered Bhishan Poudel
Dec 09 a02_g0_g1_to_gT_gX_cleancat15.ipynb ipynb, rendered Bhishan Poudel
Dec 09 a01_g0_g1_to_gT_gX_single_file.ipynb ipynb, rendered Bhishan Poudel
Dec 05 a02_g_sq_mean_for_magnitude_bins.ipynb ipynb, rendered Bhishan Poudel
Dec 05 a01_gmd_sq_larger_than_bin10_file0_cleancat.ipynb ipynb, rendered Bhishan Poudel
Dec 05 a01_cleancat_parameters_for_gsq_vs_gmdsq_contour_plot_regions.ipynb ipynb, rendered Bhishan Poudel
Dec 04 nocleancat ipynb, rendered Bhishan Poudel
Dec 04 cleancat15 ipynb, rendered Bhishan Poudel
Dec 04 cleancat20 ipynb, rendered Bhishan Poudel
Dec 04 cleancat25 ipynb, rendered Bhishan Poudel
Dec 04 cleancat30 ipynb, rendered Bhishan Poudel
Nov 25 a01_gmdsq_larger_than_bin10_file0.ipynb ipynb, rendered Bhishan Poudel
Nov 25 a01_plot_gmsq_contour_plot.ipynb ipynb, rendered Bhishan Poudel
Nov 21 a01_plot_gsq_vs_gmdsq.ipynb ipynb, rendered Bhishan Poudel
Nov 21 a02_create_rms_gmsq_bins.ipynb ipynb, rendered Bhishan Poudel
Nov 20 a01_plot_gsq_vs_gmdsq.ipynb ipynb, rendered Bhishan Poudel
Nov 19 a01_create_remove_nans_script_nov19.ipynb ipynb, rendered Bhishan Poudel
Nov 19 a02_plot_gmsq_and_gcsq.ipynb ipynb, rendered Bhishan Poudel
Nov 18 a01_plot_gsq_vs_gmdsq.ipynb ipynb, rendered Bhishan Poudel
Nov 15 a01_plot_gsq_vs_gmdsq.ipynb ipynb, rendered Bhishan Poudel
Nov 14 a01_plot_gsq_vs_gmdsq.ipynb ipynb, rendered Bhishan Poudel
Nov 13 a01_ellip_for_m_and_m9.ipynb ipynb, rendered Bhishan Poudel
Nov 12 a01_gmsq_flag0_and_flag1_data_creation.ipynb ipynb, rendered Bhishan Poudel
Nov 12 a02_gmsq_flag0_and_flag1_histograms_plot.ipynb ipynb, rendered Bhishan Poudel
Nov 07 a01_gmsq_scripts_nov7.ipynb ipynb, rendered Bhishan Poudel
Nov 07 a02_bad_obj_fitting.ipynb ipynb, rendered Bhishan Poudel
Nov 01 a00_remove_nans_dmstack.ipynb ipynb, rendered Bhishan Poudel
Nov 01 a01_gmsq_bad_density_plot_nov1.ipynb ipynb, rendered Bhishan Poudel

Dmstack flags

{"0":"# calib_detected",
"1":"calib_psfCandidate",
"2":"calib_psfUsed",
"3":"calib_psfReserved",
"4":"flags_negative",
"5":"deblend_deblendedAsPsf",
"6":"deblend_tooManyPeaks",
"7":"deblend_parentTooBig",
"8":"deblend_masked",
"9":"deblend_skipped",
"10":"deblend_rampedTemplate",
"11":"deblend_patchedTemplate",
"12":"deblend_hasStrayFlux",
"13":"base_GaussianCentroid_flag",
"14":"base_GaussianCentroid_flag_noPeak",
"15":"base_GaussianCentroid_flag_resetToPeak",
"16":"base_NaiveCentroid_flag",
"17":"base_NaiveCentroid_flag_noCounts",
"18":"base_NaiveCentroid_flag_edge",
"19":"base_NaiveCentroid_flag_resetToPeak",
"20":"base_SdssCentroid_flag",
"21":"base_SdssCentroid_flag_edge",
"22":"base_SdssCentroid_flag_noSecondDerivative",
"23":"base_SdssCentroid_flag_almostNoSecondDerivative",
"24":"base_SdssCentroid_flag_notAtMaximum",
"25":"base_SdssCentroid_flag_resetToPeak",
"26":"base_SdssShape_flag",
"27":"base_SdssShape_flag_unweightedBad",
"28":"base_SdssShape_flag_unweighted",
"29":"base_SdssShape_flag_shift",
"30":"base_SdssShape_flag_maxIter",
"31":"base_SdssShape_flag_psf",
"32":"ext_shapeHSM_HsmPsfMoments_flag",
"33":"ext_shapeHSM_HsmPsfMoments_flag_no_pixels",
"34":"ext_shapeHSM_HsmPsfMoments_flag_not_contained",
"35":"ext_shapeHSM_HsmPsfMoments_flag_galsim",
"36":"ext_shapeHSM_HsmShapeRegauss_flag",
"37":"ext_shapeHSM_HsmShapeRegauss_flag_no_pixels",
"38":"ext_shapeHSM_HsmShapeRegauss_flag_not_contained",
"39":"ext_shapeHSM_HsmShapeRegauss_flag_parent_source",
"40":"ext_shapeHSM_HsmShapeRegauss_flag_galsim",
"41":"ext_shapeHSM_HsmSourceMoments_flag",
"42":"ext_shapeHSM_HsmSourceMoments_flag_no_pixels",
"43":"ext_shapeHSM_HsmSourceMoments_flag_not_contained",
"44":"ext_shapeHSM_HsmSourceMoments_flag_galsim",
"45":"base_CircularApertureFlux_3_0_flag",
"46":"base_CircularApertureFlux_3_0_flag_apertureTruncated",
"47":"base_CircularApertureFlux_3_0_flag_sincCoeffsTruncated",
"48":"base_CircularApertureFlux_4_5_flag",
"49":"base_CircularApertureFlux_4_5_flag_apertureTruncated",
"50":"base_CircularApertureFlux_4_5_flag_sincCoeffsTruncated",
"51":"base_CircularApertureFlux_6_0_flag",
"52":"base_CircularApertureFlux_6_0_flag_apertureTruncated",
"53":"base_CircularApertureFlux_6_0_flag_sincCoeffsTruncated",
"54":"base_CircularApertureFlux_9_0_flag",
"55":"base_CircularApertureFlux_9_0_flag_apertureTruncated",
"56":"base_CircularApertureFlux_9_0_flag_sincCoeffsTruncated",
"57":"base_CircularApertureFlux_12_0_flag",
"58":"base_CircularApertureFlux_12_0_flag_apertureTruncated",
"59":"base_CircularApertureFlux_17_0_flag",
"60":"base_CircularApertureFlux_17_0_flag_apertureTruncated",
"61":"base_CircularApertureFlux_25_0_flag",
"62":"base_CircularApertureFlux_25_0_flag_apertureTruncated",
"63":"base_CircularApertureFlux_35_0_flag",
"64":"base_CircularApertureFlux_35_0_flag_apertureTruncated",
"65":"base_CircularApertureFlux_50_0_flag",
"66":"base_CircularApertureFlux_50_0_flag_apertureTruncated",
"67":"base_CircularApertureFlux_70_0_flag",
"68":"base_CircularApertureFlux_70_0_flag_apertureTruncated",
"69":"base_GaussianFlux_flag",
"70":"base_PixelFlags_flag",
"71":"base_PixelFlags_flag_offimage",
"72":"base_PixelFlags_flag_edge",
"73":"base_PixelFlags_flag_interpolated",
"74":"base_PixelFlags_flag_saturated",
"75":"base_PixelFlags_flag_cr",
"76":"base_PixelFlags_flag_bad",
"77":"base_PixelFlags_flag_suspect",
"78":"base_PixelFlags_flag_interpolatedCenter",
"79":"base_PixelFlags_flag_saturatedCenter",
"80":"base_PixelFlags_flag_crCenter",
"81":"base_PixelFlags_flag_suspectCenter",
"82":"base_PsfFlux_flag",
"83":"base_PsfFlux_flag_noGoodPixels",
"84":"base_PsfFlux_flag_edge",
"85":"base_Variance_flag",
"86":"base_Variance_flag_emptyFootprint",
"87":"base_PsfFlux_flag_apCorr",
"88":"base_GaussianFlux_flag_apCorr",
"89":"base_ClassificationExtendedness_flag"}

DSMTACK Parameters

{
90: 'id',  
91: 'coord_ra',   
92: 'coord_dec',    
93: 'parent',   
94: 'deblend_nChild',   


95: 'deblend_psfCenter_x',  
96: 'deblend_psfCenter_y',   


97: 'deblend_psfFlux',  

98: 'base_GaussianCentroid_x',   
99: 'base_GaussianCentroid_y',  
100: 'base_NaiveCentroid_x',   
101: 'base_NaiveCentroid_y',   
102: 'base_SdssCentroid_x',   
103: 'base_SdssCentroid_y',   


104: 'base_SdssCentroid_xSigma',  
105: 'base_SdssCentroid_ySigma',   


106: 'base_SdssShape_xx',   
107: 'base_SdssShape_yy',   
108: 'base_SdssShape_xy',   
109: 'base_SdssShape_xxSigma',   
110: 'base_SdssShape_yySigma',   
111: 'base_SdssShape_xySigma',   
112: 'base_SdssShape_x',   
113: 'base_SdssShape_y',   


114: 'base_SdssShape_flux',   
115: 'base_SdssShape_fluxSigma',   


116: 'base_SdssShape_psf_xx',   
117: 'base_SdssShape_psf_yy',   
118: 'base_SdssShape_psf_xy',   


119: 'base_SdssShape_flux_xx_Cov',   
120: 'base_SdssShape_flux_yy_Cov',   
121: 'base_SdssShape_flux_xy_Cov',   



122: 'ext_shapeHSM_HsmPsfMoments_x',  
123: 'ext_shapeHSM_HsmPsfMoments_y',   
124: 'ext_shapeHSM_HsmPsfMoments_xx',   
125: 'ext_shapeHSM_HsmPsfMoments_yy',   
126: 'ext_shapeHSM_HsmPsfMoments_xy',   


127: 'ext_shapeHSM_HsmShapeRegauss_e1',   
128: 'ext_shapeHSM_HsmShapeRegauss_e2',   


129: 'ext_shapeHSM_HsmShapeRegauss_sigma',  
130: 'ext_shapeHSM_HsmShapeRegauss_resolution',   

131: 'ext_shapeHSM_HsmSourceMoments_x',   
132: 'ext_shapeHSM_HsmSourceMoments_y',   
133: 'ext_shapeHSM_HsmSourceMoments_xx',   
134: 'ext_shapeHSM_HsmSourceMoments_yy',   
135: 'ext_shapeHSM_HsmSourceMoments_xy',   


136: 'base_CircularApertureFlux_3_0_flux',   
137: 'base_CircularApertureFlux_3_0_fluxSigma',   
138: 'base_CircularApertureFlux_4_5_flux',   
139: 'base_CircularApertureFlux_4_5_fluxSigma',   
140: 'base_CircularApertureFlux_6_0_flux',  
141: 'base_CircularApertureFlux_6_0_fluxSigma',   
142: 'base_CircularApertureFlux_9_0_flux',   
143: 'base_CircularApertureFlux_9_0_fluxSigma',   
144: 'base_CircularApertureFlux_12_0_flux',   
145: 'base_CircularApertureFlux_12_0_fluxSigma',   
146: 'base_CircularApertureFlux_17_0_flux',   
147: 'base_CircularApertureFlux_17_0_fluxSigma',   
148: 'base_CircularApertureFlux_25_0_flux',   
149: 'base_CircularApertureFlux_25_0_fluxSigma',   
150: 'base_CircularApertureFlux_35_0_flux',   
151: 'base_CircularApertureFlux_35_0_fluxSigma',   
152: 'base_CircularApertureFlux_50_0_flux',   
153: 'base_CircularApertureFlux_50_0_fluxSigma',   
154: 'base_CircularApertureFlux_70_0_flux',   
155: 'base_CircularApertureFlux_70_0_fluxSigma',   


156: 'base_GaussianFlux_flux',  
157: 'base_GaussianFlux_fluxSigma',   
158: 'base_PsfFlux_flux',   
159: 'base_PsfFlux_fluxSigma',   
160: 'base_Variance_value',   
161: 'base_PsfFlux_apCorr',   
162: 'base_PsfFlux_apCorrSigma',  
163: 'base_GaussianFlux_apCorr',   
164: 'base_GaussianFlux_apCorrSigma',     
165: 'base_ClassificationExtendedness_value',   

166: 'footprint'
}

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