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agabpylib

  • Getting started
  • User documentation
    • Density Estimation
    • Tools for working with Gaia data
    • MCMC tools
    • Numerical tools
    • Plotting utilities
    • Posterior distributions from Bayesian data analysis
    • Simulation tools
    • Statistical tools
    • Stellar model tools
  • Detailed API documentation
    • kde2d_scikitlearn
    • kde_scikitlearn
    • correct_gband
    • correct_flux_excess_factor
    • U0Interpolator
    • MetropolisSampler
    • kepler_equation_solver
    • orbital_elements_to_xyz
    • fixed_quad_laguerre
    • bracket_root
    • fd_evaluate
    • useagab
    • apply_tufte
    • planckian_locus
    • register_agab_maps
    • show_color_maps
    • get_distinct
    • plot_joint_kde_and_marginals
    • plot_joint_kde
    • error_ellipses
    • convert_to_stdev_nan
    • marginal_mean_ums_flat_prior
    • marginal_mean_ums_uninf_prior
    • marginal_mean_umv_flat_prior
    • marginal_mean_umv_uninf_prior
    • marginal_sigma_ums_flat_prior
    • marginal_sigma_ums_uninf_prior
    • marginal_tau_umv_flat_prior
    • marginal_tau_umv_uninf_prior
    • ums_flat_prior
    • ums_uninf_prior
    • umv_flat_prior
    • umv_uninf_prior
    • StarAPs
    • StarCluster
    • Kinematics
    • LinearVelocityField
    • Observables
    • GaiaSurvey
    • SpaceDistribution
    • ConstantDensitySphere
    • SphericalShell
    • PlummerSphere
    • TruncatedPlummerSphere
    • IMF
    • Uniform
    • MultiPartPowerLaw
    • simDistancesConstantSpaceDensity
    • simGaussianAbsoluteMagnitude
    • showSurveyStatistics
    • marginal_pdf_distance
    • marginal_pdf_absMag
    • ParallaxSurvey
    • UniformSpaceDistributionSingleLuminosity
    • UniformDistributionSingleLuminosityHip
    • UniformDistributionSingleLuminosityTGAS
    • hoyt
    • weighted_mean_twod
    • robust_rolling_stats
    • cleanup_data
    • rse
    • robust_stats
    • MIST
    • PARSEC
  • .rst

User documentation

User documentation#

  • Density Estimation
    • Introduction
    • Kernel density estimation
  • Tools for working with Gaia data
    • Introduction
    • Gaia EDR3 tools
    • RUWE tools
  • MCMC tools
    • Metropolis samplers
  • Numerical tools
    • Astronomy
    • Integration
    • Optimize
    • Special
  • Plotting utilities
    • Introduction
    • Plot styles
    • Colour maps
    • Distinct colour-blind friendly colours
    • Plots of distributions
    • Plotting tools for inference
  • Posterior distributions from Bayesian data analysis
    • Posterior on mean and variance for a normal distribution
  • Simulation tools
    • Star cluster simulations
    • Initial mass function
    • Parallax surveys
  • Statistical tools
    • Distributions
    • Moments
    • Robust statistics
    • Robust rolling statistics
  • Stellar model tools
    • Input/output

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Getting started

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Density Estimation

By Anthony G.A. Brown

© Copyright 2015-2025, Anthony G.A. Brown.