Unsupervised Classification of Star, Galaxy, QSOs with HDBSCAN

Contents:

  • Summary of modules and method
  • Modules description
Unsupervised Classification of Star, Galaxy, QSOs with HDBSCAN
  • Docs »
  • Index

Index

B | C | D | F | G | H | P | R | S | T | W

B

  • binary_classifier (module)

C

  • classifier_consolidation (module)
  • compute_metric_scores() (helper_functions.HelperFunctions method)
  • compute_performances() (helper_functions.HelperFunctions method)
  • config (module)
  • ConfigVars (class in config)

D

  • do_consolidation() (helper_functions.HelperFunctions method)
  • do_hdbscan_gridsearch() (helper_functions.HelperFunctions method)
  • do_pca() (helper_functions.HelperFunctions method)
  • do_random_forest() (helper_functions.HelperFunctions method)
  • do_scale() (helper_functions.HelperFunctions method)

F

  • find_best_hdbscan_setup() (helper_functions.HelperFunctions method)
  • find_object_indices() (helper_functions.HelperFunctions method)

G

  • get_all_features() (helper_functions.HelperFunctions method)
  • get_data() (helper_functions.HelperFunctions method)

H

  • helper_functions (module)
  • HelperFunctions (class in helper_functions)

P

  • plot_classification() (helper_functions.HelperFunctions method)
  • plot_confusion_matrix() (helper_functions.HelperFunctions method)
  • predict (module)

R

  • run_binary() (in module binary_classifier)
  • run_consolidation() (in module classifier_consolidation)
  • run_predict() (in module predict)

S

  • select_important_attributes() (helper_functions.HelperFunctions method)

T

  • train_and_save_hdbscan() (helper_functions.HelperFunctions method)

W

  • write_best_labels_binary() (helper_functions.HelperFunctions method)

© Copyright 2020, Crispin Logan, Sotiria Fotopoulou

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