Scludam Modules

• scludam.detection module
  • default_mask()
  • fast_std_filter()
  • get_histogram_bins()
  • histogram()
  • nyquist_offsets()
  • extend_1dmask()
  • DetectionResult
  • CountPeakDetector
    • CountPeakDetector.detect()
    • CountPeakDetector.plot()
    • CountPeakDetector.lineplot()
• scludam.fetcher module
  • Config
  • SimbadResult
  • search_object()
  • TableInfo
  • search_table()
  • Query
    • Query.select()
    • Query.top()
    • Query.where()
    • Query.where_or()
    • Query.where_in_circle()
    • Query.where_aen_criterion()
    • Query.where_arenou_criterion()
    • Query.build_count()
    • Query.build()
    • Query.get()
    • Query.count()
  • search_objects_near_data()
  • simbad2gaiacolnames()
• scludam.hkde module
  • BandwidthSelector
    • BandwidthSelector.get_bw()
  • PluginSelector
    • PluginSelector.get_bw()
  • RuleOfThumbSelector
    • RuleOfThumbSelector.get_bw()
  • HKDE
    • HKDE.set_weights()
    • HKDE.fit()
    • HKDE.pdf()
    • HKDE.plot()
• scludam.masker module
  • DataMasker
    • DataMasker.mask()
  • RangeMasker
    • RangeMasker.mask()
• scludam.membership module
  • DBME
    • DBME.fit()
    • DBME.pairplot()
    • DBME.tsneplot()
    • DBME.scatter3dplot()
    • DBME.surfplot()
• scludam.pipeline module
  • DEP
    • DEP.fit()
    • DEP.proba_df()
    • DEP.write()
    • DEP.cm_diagram()
    • DEP.radec_plot()
    • DEP.scatterplot()
    • DEP.get_simbad_objects()
• scludam.plots module
  • color_from_proba()
  • scatter3dprobaplot()
  • surfprobaplot()
  • pairprobaplot()
  • tsneprobaplot()
  • heatmap2D()
  • univariate_density_plot()
  • bivariate_density_plot()
  • scatter2dprobaplot()
  • plot_objects()
  • plot_kernels()
  • horizontal_lineplots()
• scludam.rutils module
  • disable_r_warnings()
  • disable_r_console_output()
  • clean_r_session()
  • load_r_packages()
  • assign_r_args()
• scludam.shdbscan module
  • SHDBSCAN
    • SHDBSCAN.fit()
    • SHDBSCAN.validity_index()
    • SHDBSCAN.pairplot()
    • SHDBSCAN.tsneplot()
    • SHDBSCAN.scatter3dplot()
    • SHDBSCAN.surfplot()
    • SHDBSCAN.outlierplot()
• scludam.stat_tests module
  • TestResult
  • StatTest
    • StatTest.test()
  • HopkinsTestResult
  • HopkinsTest
    • HopkinsTest.test()
  • DipDistTestResult
  • DipDistTest
    • DipDistTest.test()
  • RipleyKTestResult
  • RipleysKTest
    • RipleysKTest.test()
• scludam.synthetic module
  • is_inside_circle()
  • is_inside_sphere()
  • cartesian_to_polar()
  • polar_to_cartesian()
  • EDSD
    • EDSD.pdf()
    • EDSD.cdf()
    • EDSD.ppf()
    • EDSD.rvs()
  • UniformSphere
    • UniformSphere.rvs()
    • UniformSphere.pdf()
  • UniformFrustum
    • UniformFrustum.rvs()
    • UniformFrustum.pdf()
  • UniformCircle
    • UniformCircle.pdf()
    • UniformCircle.rvs()
  • BivariateUniform
    • BivariateUniform.rvs()
    • BivariateUniform.pdf()
  • TrivariateUniform
    • TrivariateUniform.rvs()
    • TrivariateUniform.pdf()
  • StarCluster
    • StarCluster.rvs()
    • StarCluster.pdf()
    • StarCluster.pm_pdf()
    • StarCluster.space_pdf()
  • StarField
    • StarField.rvs()
    • StarField.pdf()
    • StarField.pm_pdf()
    • StarField.space_pdf()
  • Synthetic
    • Synthetic.rvs()
• scludam.type_utils module
• scludam.utils module
  • one_hot_encode()
  • Colnames
    • Colnames.exclude()
    • Colnames.data()
    • Colnames.error()
    • Colnames.missing_error()
    • Colnames.corr()
    • Colnames.missing_corr()

Module contents

Star Cluster Detection and Membership Probability Calculation main module.

Simplified API:

• CountPeakDetector, default_mask(), extend_1dmask() from detection

• Query, search_object(), search_table(), search_objects_near_data(), search_table() from fetcher

• HKDE, PluginSelector, RuleOfThumbSelector from hkde

• DBME from membership

• DEP from pipeline

• SHDBSCAN from shdbscan

• DipDistTest, HopkinsTest, RipleysKTest from stat_tests