astrodatalab/photoz

Issues

• Turn limiting galaxy per redshift code into a data generator in a new util.py

  #18 opened 4 years ago
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• Develop data quality metrics

  #17 opened 4 years ago
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• Cross match COSMOS catalog with HSC

  #16 opened 4 years ago
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• Add meta data to training data (segmented images)

  #15 opened 4 years ago
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• Figure out how to efficiently transfer multiple FITS images into Tensorflow for training

  #14 opened 4 years ago
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• Document data creation process

  #13 opened 4 years ago
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• Join Deep Skies

  #12 opened 2 years ago
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• Put existing HSC data on aurora.

  #11 opened 4 years ago
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• Obtain Cosmos2015 and 3DHST (and more cosmos data?) images to add to HSC list

  #10 opened 4 years ago
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• Verify HSC galaxy quality cuts are consistent with Schuldt paper

  #9 opened 2 years ago
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• Re-running source extractor on HSC data

  #8 opened 4 years ago
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• Apply to join LSST DESC

  #7 opened 4 years ago
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• Plot example galaxies from the HSC dataset.

  #6 opened 4 years ago
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• Read about photometric redshifts

  #5 opened 4 years ago
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• Bandmag to specz prediction with XGBoost

  #4 opened 4 years ago
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• Compare RF and XGB regressions to HSC's photoz estimates

  #3 opened 4 years ago
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• test note

  #2 opened 4 years ago
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• Look at galaxies close in the feature space and check variability

  #1 opened 4 years ago
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