Index

_

__init__() (astroML.classification.GMMBayes method) (astroML.density_estimation.EmpiricalDistribution method) (astroML.density_estimation.FunctionDistribution method) (astroML.density_estimation.KNeighborsDensity method) (astroML.density_estimation.XDGMM method) (astroML.linear_model.BasisFunctionRegression method) (astroML.linear_model.LinearRegression method) (astroML.linear_model.NadarayaWatson method) (astroML.linear_model.PolynomialRegression method) (astroML.plotting.MultiAxes method) (astroML.time_series.MultiTermFit method)

A

ACF_EK() (in module astroML.time_series) ACF_scargle() (in module astroML.time_series) astroML module astroML.classification module astroML.correlation module astroML.datasets module astroML.density_estimation module astroML.dimensionality module astroML.filters module

astroML.fourier module astroML.linear_model module astroML.lumfunc module astroML.plotting module astroML.resample module astroML.stats module astroML.time_series module

B

BasisFunctionRegression (class in astroML.linear_model) bayesian_blocks() (in module astroML.density_estimation) binned_Cminus() (in module astroML.lumfunc) binned_statistic() (in module astroML.stats) binned_statistic_2d() (in module astroML.stats)

binned_statistic_dd() (in module astroML.stats) bivariate_normal() (in module astroML.stats) bootstrap() (in module astroML.resample) bootstrap_Cminus() (in module astroML.lumfunc) bootstrap_two_point() (in module astroML.correlation) bootstrap_two_point_angular() (in module astroML.correlation)

C

Cminus() (in module astroML.lumfunc)

E

EmpiricalDistribution (class in astroML.density_estimation)

F

fetch_dr7_quasar() (in module astroML.datasets) fetch_great_wall() (in module astroML.datasets) fetch_hogg2010test() (in module astroML.datasets) fetch_imaging_sample() (in module astroML.datasets) fetch_LIGO_bigdog() (in module astroML.datasets) fetch_LIGO_large() (in module astroML.datasets) fetch_LINEAR_geneva() (in module astroML.datasets) fetch_LINEAR_sample() (in module astroML.datasets) fetch_moving_objects() (in module astroML.datasets) fetch_nasa_atlas() (in module astroML.datasets) fetch_rrlyrae_combined() (in module astroML.datasets) fetch_rrlyrae_mags() (in module astroML.datasets) fetch_rrlyrae_templates() (in module astroML.datasets)

fetch_sdss_corrected_spectra() (in module astroML.datasets) fetch_sdss_filter() (in module astroML.datasets) fetch_sdss_galaxy_colors() (in module astroML.datasets) fetch_sdss_S82standards() (in module astroML.datasets) fetch_sdss_specgals() (in module astroML.datasets) fetch_sdss_spectrum() (in module astroML.datasets) fetch_sdss_sspp() (in module astroML.datasets) fetch_vega_spectrum() (in module astroML.datasets) fetch_wmap_temperatures() (in module astroML.datasets) fit_bivariate_normal() (in module astroML.stats) freedman_bin_width() (in module astroML.density_estimation) FT_continuous() (in module astroML.fourier) FunctionDistribution (class in astroML.density_estimation)

G

generate_damped_RW() (in module astroML.time_series) generate_mu_z() (in module astroML.datasets)

generate_power_law() (in module astroML.time_series) GMMBayes (class in astroML.classification)

H

hist() (in module astroML.plotting)

histogram() (in module astroML.density_estimation)

I

IFT_continuous() (in module astroML.fourier)

iterative_pca() (in module astroML.dimensionality)

J

jackknife() (in module astroML.resample)

K

KNeighborsDensity (class in astroML.density_estimation)

knuth_bin_width() (in module astroML.density_estimation)

L

linear() (in module astroML.stats) LinearRegression (class in astroML.linear_model)

lomb_scargle() (in module astroML.time_series) lomb_scargle_bootstrap() (in module astroML.time_series)

M

mean_sigma() (in module astroML.stats) median_sigmaG() (in module astroML.stats) min_component_filter() (in module astroML.filters) module astroML astroML.classification astroML.correlation astroML.datasets astroML.density_estimation astroML.dimensionality astroML.filters astroML.fourier astroML.linear_model astroML.lumfunc astroML.plotting astroML.resample astroML.stats astroML.time_series

MultiAxes (class in astroML.plotting) multiterm_periodogram() (in module astroML.time_series) MultiTermFit (class in astroML.time_series)

N

NadarayaWatson (class in astroML.linear_model)

P

PolynomialRegression (class in astroML.linear_model)

PSD_continuous() (in module astroML.fourier)

S

savitzky_golay() (in module astroML.filters) scatter_contour() (in module astroML.plotting) scotts_bin_width() (in module astroML.density_estimation) search_frequencies() (in module astroML.time_series)

sigmaG() (in module astroML.stats) sinegauss() (in module astroML.fourier) sinegauss_FT() (in module astroML.fourier) sinegauss_PSD() (in module astroML.fourier)

T

TLS_logL() (in module astroML.linear_model) trunc_exp() (in module astroML.stats)

two_point() (in module astroML.correlation) two_point_angular() (in module astroML.correlation)

W

wavelet_PSD() (in module astroML.fourier)

wiener_filter() (in module astroML.filters)

X

XDGMM (class in astroML.density_estimation)