User Guide
Examples
Notebooks
Book Figures
Development
1. Introduction
2. Installation of astroML
3. Data Sets
4. Unsupervised Learning: Density Estimation
5. Unsupervised Learning: Clustering
6. Two-point Correlation Functions
7. Unsupervised Learning: Dimensionality Reduction
8. Supervised Learning: Regression
9. Supervised Learning: Classification
10. Time Series Analysis
11. Class reference
11.1.1.1. astroML.plotting.hist
11.1.1.2. astroML.plotting.scatter_contour
11.1.2.1. astroML.plotting.MultiAxes
11.2.1.1. astroML.density_estimation.histogram
11.2.1.2. astroML.density_estimation.bayesian_blocks
11.2.1.3. astroML.density_estimation.knuth_bin_width
11.2.1.4. astroML.density_estimation.scotts_bin_width
11.2.1.5. astroML.density_estimation.freedman_bin_width
11.2.2.1. astroML.density_estimation.XDGMM
11.2.2.2. astroML.density_estimation.KNeighborsDensity
11.2.2.3. astroML.density_estimation.EmpiricalDistribution
11.2.2.4. astroML.density_estimation.FunctionDistribution
11.3.1.1. astroML.linear_model.LinearRegression
11.3.1.2. astroML.linear_model.PolynomialRegression
11.3.1.3. astroML.linear_model.BasisFunctionRegression
11.3.1.4. astroML.linear_model.NadarayaWatson
11.3.2.1. astroML.linear_model.TLS_logL
11.4.2. astroML.datasets.fetch_sdss_spectrum
11.4.3. astroML.datasets.fetch_sdss_corrected_spectra
11.4.4. astroML.datasets.fetch_sdss_S82standards
11.4.5. astroML.datasets.fetch_dr7_quasar
11.4.6. astroML.datasets.fetch_moving_objects
11.4.7. astroML.datasets.fetch_sdss_galaxy_colors
11.4.8. astroML.datasets.fetch_nasa_atlas
11.4.9. astroML.datasets.fetch_sdss_sspp
11.4.10. astroML.datasets.fetch_sdss_specgals
11.4.11. astroML.datasets.fetch_great_wall
11.4.12. astroML.datasets.fetch_imaging_sample
11.4.13. astroML.datasets.fetch_wmap_temperatures
11.4.14. astroML.datasets.fetch_rrlyrae_mags
11.4.15. astroML.datasets.fetch_rrlyrae_combined
11.4.16. astroML.datasets.fetch_LINEAR_sample
11.4.17. astroML.datasets.fetch_LINEAR_geneva
11.4.18. astroML.datasets.fetch_LIGO_bigdog
11.4.19. astroML.datasets.fetch_LIGO_large
11.4.20. astroML.datasets.fetch_hogg2010test
11.4.21. astroML.datasets.fetch_rrlyrae_templates
11.4.22. astroML.datasets.fetch_sdss_filter
11.4.23. astroML.datasets.fetch_vega_spectrum
11.4.24. astroML.datasets.generate_mu_z
11.5.1.1. astroML.time_series.lomb_scargle
11.5.1.2. astroML.time_series.lomb_scargle_bootstrap
11.5.1.3. astroML.time_series.multiterm_periodogram
11.5.1.4. astroML.time_series.search_frequencies
11.5.1.5. astroML.time_series.MultiTermFit
11.5.2.1. astroML.time_series.ACF_scargle
11.5.2.2. astroML.time_series.ACF_EK
11.5.2.3. astroML.time_series.generate_power_law
11.5.2.4. astroML.time_series.generate_damped_RW
11.6.1. astroML.stats.binned_statistic
11.6.2. astroML.stats.binned_statistic_2d
11.6.3. astroML.stats.binned_statistic_dd
11.6.4. astroML.stats.sigmaG
11.6.5. astroML.stats.median_sigmaG
11.6.6. astroML.stats.mean_sigma
11.6.7. astroML.stats.fit_bivariate_normal
11.6.8. astroML.stats.bivariate_normal
11.6.9. astroML.stats.trunc_exp
11.6.10. astroML.stats.linear
11.7.1. astroML.dimensionality.iterative_pca
11.8.1. astroML.correlation.two_point
11.8.2. astroML.correlation.two_point_angular
11.8.3. astroML.correlation.bootstrap_two_point
11.8.4. astroML.correlation.bootstrap_two_point_angular
11.9.1. astroML.filters.savitzky_golay
11.9.2. astroML.filters.wiener_filter
11.9.3. astroML.filters.min_component_filter
11.10.1. astroML.fourier.FT_continuous
11.10.2. astroML.fourier.IFT_continuous
11.10.3. astroML.fourier.PSD_continuous
11.10.4. astroML.fourier.wavelet_PSD
11.10.5. astroML.fourier.sinegauss
11.10.6. astroML.fourier.sinegauss_FT
11.10.7. astroML.fourier.sinegauss_PSD
11.11.1. astroML.lumfunc.Cminus
11.11.2. astroML.lumfunc.binned_Cminus
11.11.3. astroML.lumfunc.bootstrap_Cminus
11.12.1. astroML.classification.GMMBayes
11.13.1. astroML.resample.bootstrap
11.13.2. astroML.resample.jackknife
12. Other Resources
11.10.7.
astroML.fourier.sinegauss_PSD
¶
astroML.fourier.
sinegauss_PSD
(
f
,
t0
,
f0
,
Q
)
[source]
¶
Compute the PSD of the sine-gaussian function at frequency f
11.10.6.
astroML.fourier.sinegauss_FT
11.11.1.
astroML.lumfunc.Cminus
