python-astroml_0.3-3_all.deb


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Description

python-astroml - Python Machine Learning library for astronomy

Distribution: Ubuntu 16.04 LTS (Xenial Xerus)
Repository: Ubuntu Universe amd64
Package name: python-astroml
Package version: 0.3
Package release: 3
Package architecture: all
Package type: deb
Installed size: 1.02 KB
Download size: 286.00 KB
Official Mirror: archive.ubuntu.com
AstroML is a Python module for machine learning and data mining built on numpy, scipy, scikit-learn, and matplotlib. It contains a growing library of statistical and machine learning routines for analyzing astronomical data in Python, loaders for several open astronomical datasets, and a large suite of examples of analyzing and visualizing astronomical datasets.

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    Download

    Source package: astroml

    Install Howto

    1. Update the package index:
      # sudo apt-get update
    2. Install python-astroml deb package:
      # sudo apt-get install python-astroml

    Files

    • /usr/lib/python2.7/dist-packages/astroML-0.3.egg-info
    • /usr/lib/python2.7/dist-packages/astroML/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/correlation.py
    • /usr/lib/python2.7/dist-packages/astroML/cosmology.py
    • /usr/lib/python2.7/dist-packages/astroML/crossmatch.py
    • /usr/lib/python2.7/dist-packages/astroML/decorators.py
    • /usr/lib/python2.7/dist-packages/astroML/filters.py
    • /usr/lib/python2.7/dist-packages/astroML/fourier.py
    • /usr/lib/python2.7/dist-packages/astroML/lumfunc.py
    • /usr/lib/python2.7/dist-packages/astroML/py3k_compat.py
    • /usr/lib/python2.7/dist-packages/astroML/resample.py
    • /usr/lib/python2.7/dist-packages/astroML/sum_of_norms.py
    • /usr/lib/python2.7/dist-packages/astroML/utils.py
    • /usr/lib/python2.7/dist-packages/astroML/classification/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/classification/gmm_bayes.py
    • /usr/lib/python2.7/dist-packages/astroML/clustering/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/clustering/mst_clustering.py
    • /usr/lib/python2.7/dist-packages/astroML/clustering/tests/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/clustering/tests/test_MST_clustering.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/LIGO_bigdog.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/LINEAR_sample.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/dr7_quasar.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/generated.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/hogg2010test.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/imaging_sample.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/moving_objects.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/nasa_atlas.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/rrlyrae_mags.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/rrlyrae_templates.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/sdss_S82standards.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/sdss_corrected_spectra.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/sdss_filters.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/sdss_galaxy_colors.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/sdss_specgals.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/sdss_spectrum.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/sdss_sspp.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/wmap_temperatures.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/tools/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/tools/cas_query.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/tools/download.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/tools/sdss_fits.py
    • /usr/lib/python2.7/dist-packages/astroML/datasets/tools/sql_query.py
    • /usr/lib/python2.7/dist-packages/astroML/density_estimation/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/density_estimation/bayesian_blocks.py
    • /usr/lib/python2.7/dist-packages/astroML/density_estimation/density_estimation.py
    • /usr/lib/python2.7/dist-packages/astroML/density_estimation/empirical.py
    • /usr/lib/python2.7/dist-packages/astroML/density_estimation/gauss_mixture.py
    • /usr/lib/python2.7/dist-packages/astroML/density_estimation/histtools.py
    • /usr/lib/python2.7/dist-packages/astroML/density_estimation/xdeconv.py
    • /usr/lib/python2.7/dist-packages/astroML/density_estimation/tests/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/density_estimation/tests/test_bayesian_blocks.py
    • /usr/lib/python2.7/dist-packages/astroML/density_estimation/tests/test_density.py
    • /usr/lib/python2.7/dist-packages/astroML/density_estimation/tests/test_empirical.py
    • /usr/lib/python2.7/dist-packages/astroML/density_estimation/tests/test_hist_binwidth.py
    • /usr/lib/python2.7/dist-packages/astroML/density_estimation/tests/test_xdeconv.py
    • /usr/lib/python2.7/dist-packages/astroML/dimensionality/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/dimensionality/iterative_pca.py
    • /usr/lib/python2.7/dist-packages/astroML/dimensionality/tests/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/dimensionality/tests/test_iterative_PCA.py
    • /usr/lib/python2.7/dist-packages/astroML/linear_model/TLS.py
    • /usr/lib/python2.7/dist-packages/astroML/linear_model/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/linear_model/kernel_regression.py
    • /usr/lib/python2.7/dist-packages/astroML/linear_model/linear_regression.py
    • /usr/lib/python2.7/dist-packages/astroML/plotting/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/plotting/ellipse.py
    • /usr/lib/python2.7/dist-packages/astroML/plotting/hist_tools.py
    • /usr/lib/python2.7/dist-packages/astroML/plotting/mcmc.py
    • /usr/lib/python2.7/dist-packages/astroML/plotting/multiaxes.py
    • /usr/lib/python2.7/dist-packages/astroML/plotting/scatter_contour.py
    • /usr/lib/python2.7/dist-packages/astroML/plotting/settings.py
    • /usr/lib/python2.7/dist-packages/astroML/plotting/tools.py
    • /usr/lib/python2.7/dist-packages/astroML/plotting/tests/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/plotting/tests/test_devectorize.py
    • /usr/lib/python2.7/dist-packages/astroML/stats/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/stats/_binned_statistic.py
    • /usr/lib/python2.7/dist-packages/astroML/stats/_point_statistics.py
    • /usr/lib/python2.7/dist-packages/astroML/stats/random.py
    • /usr/lib/python2.7/dist-packages/astroML/stats/tests/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/stats/tests/test_binned_statistic.py
    • /usr/lib/python2.7/dist-packages/astroML/stats/tests/test_stats.py
    • /usr/lib/python2.7/dist-packages/astroML/tests/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/tests/test_filters.py
    • /usr/lib/python2.7/dist-packages/astroML/tests/test_fourier.py
    • /usr/lib/python2.7/dist-packages/astroML/tests/test_pickle_results.py
    • /usr/lib/python2.7/dist-packages/astroML/tests/test_resample.py
    • /usr/lib/python2.7/dist-packages/astroML/tests/test_utils.py
    • /usr/lib/python2.7/dist-packages/astroML/time_series/ACF.py
    • /usr/lib/python2.7/dist-packages/astroML/time_series/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/time_series/_periodogram.py
    • /usr/lib/python2.7/dist-packages/astroML/time_series/generate.py
    • /usr/lib/python2.7/dist-packages/astroML/time_series/periodogram.py
    • /usr/lib/python2.7/dist-packages/astroML/time_series/tests/__init__.py
    • /usr/lib/python2.7/dist-packages/astroML/time_series/tests/test_generate.py
    • /usr/share/doc/python-astroml/changelog.Debian.gz
    • /usr/share/doc/python-astroml/copyright
    • /usr/share/doc/python-astroml/examples/README.rst
    • /usr/share/doc/python-astroml/examples/algorithms/README.rst
    • /usr/share/doc/python-astroml/examples/algorithms/fig_volume_ratio.py
    • /usr/share/doc/python-astroml/examples/algorithms/plot_bayesian_blocks.py
    • /usr/share/doc/python-astroml/examples/algorithms/plot_crossmatch.py
    • /usr/share/doc/python-astroml/examples/algorithms/plot_spectrum_sum_of_norms.py
    • /usr/share/doc/python-astroml/examples/book_figures/FOOTER.rst
    • /usr/share/doc/python-astroml/examples/book_figures/README.rst
    • /usr/share/doc/python-astroml/examples/book_figures/appendix/README.rst
    • /usr/share/doc/python-astroml/examples/book_figures/appendix/fig_LIGO_bandpower.py
    • /usr/share/doc/python-astroml/examples/book_figures/appendix/fig_LIGO_wavelets.py
    • /usr/share/doc/python-astroml/examples/book_figures/appendix/fig_ball_dualtree.py
    • /usr/share/doc/python-astroml/examples/book_figures/appendix/fig_broadcast_visual.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/appendix/fig_fft_text_example.py
    • /usr/share/doc/python-astroml/examples/book_figures/appendix/fig_gauss_kernel.py
    • /usr/share/doc/python-astroml/examples/book_figures/appendix/fig_kd_dualtree.py
    • /usr/share/doc/python-astroml/examples/book_figures/appendix/fig_neural_network.py
    • /usr/share/doc/python-astroml/examples/book_figures/appendix/fig_plotting_examples.py
    • /usr/share/doc/python-astroml/examples/book_figures/appendix/fig_sdss_filters.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/README.rst
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/fig_LINEAR_sample.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/fig_S82_hess.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/fig_S82_scatter_contour.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/fig_SDSS_imaging.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/fig_SDSS_specgals.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/fig_SDSS_sspp.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/fig_SSPP_metallicity.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/fig_dr7_quasar.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/fig_healpix_ex.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/fig_mercator.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/fig_moving_objects.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/fig_moving_objects_multicolor.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/fig_projections.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/fig_sdss_S82standards.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter1/fig_sdss_spectrum.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/README.rst
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/compute_periods.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_FFT_aliasing.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_FFT_sampling.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_LIGO_power_spectrum.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_LINEAR_BIC.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_LINEAR_GMMBayes.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_LINEAR_LS.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_LINEAR_SVM.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_LINEAR_clustering.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_LS_comparison.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_LS_double_eclipse.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_LS_example.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_LS_sg_comparison.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_arrival_time.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_autocorrelation.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_chirp2_PSD.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_convolution_diagram.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_fft_example.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_gaussian_reconstruct.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_line_wavelet_PSD.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_matchedfilt_burst.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_matchedfilt_chirp.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_matchedfilt_chirp2.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_mincomp.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_mincomp_procedure.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_powerlaw.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_rrlyrae_reconstruct.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_sampling.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_wavelet_PSD.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_wavelets.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_wiener_filter.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter10/fig_wiener_kernel.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter2/README.rst
    • /usr/share/doc/python-astroml/examples/book_figures/chapter2/fig_balltree_example.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter2/fig_kdtree_example.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter2/fig_quadtree_example.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter2/fig_search_scaling.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter2/fig_sort_scaling.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/README.rst
    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_beta_distribution.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_binomial_distribution.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_bivariate_gaussian.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_cauchy_distribution.py
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    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_central_limit.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_chi2_distribution.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_clone_distribution.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_conditional_probability.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_contingency_table.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_correlations.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_fisher_f_distribution.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_flux_errors.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_gamma_distribution.py
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    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_laplace_distribution.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_poisson_distribution.py
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    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_uniform_distribution.py
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    • /usr/share/doc/python-astroml/examples/book_figures/chapter3/fig_weibull_distribution.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter4/README.rst
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    • /usr/share/doc/python-astroml/examples/book_figures/chapter4/fig_classification_example.py
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    • /usr/share/doc/python-astroml/examples/book_figures/chapter5/README.rst
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    • /usr/share/doc/python-astroml/examples/book_figures/chapter5/fig_hist_binsize.py
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    • /usr/share/doc/python-astroml/examples/book_figures/chapter5/fig_odds_ratio_coin.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter5/fig_outlier_distribution.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter5/fig_outlier_likelihood.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter5/fig_outlier_marginalized.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter5/fig_poisson_comparison.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter5/fig_poisson_continuous.py
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    • /usr/share/doc/python-astroml/examples/book_figures/chapter5/fig_posterior_binomial.py
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    • /usr/share/doc/python-astroml/examples/book_figures/chapter5/fig_posterior_gaussgauss.py.gz
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    • /usr/share/doc/python-astroml/examples/book_figures/chapter5/fig_signal_background.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter6/README.rst
    • /usr/share/doc/python-astroml/examples/book_figures/chapter6/fig_EM_metallicity.py.gz
    • /usr/share/doc/python-astroml/examples/book_figures/chapter6/fig_GMM_clone.py
    • /usr/share/doc/python-astroml/examples/book_figures/chapter6/fig_GMM_density_estimation.py.gz
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    Changelog

    2015-11-27 - Ole Streicher <olebole@debian.org> astroml (0.3-3) unstable; urgency=low * Correct dependencies for CI tests

    2015-11-26 - Ole Streicher <olebole@debian.org> astroml (0.3-2) unstable; urgency=low * Correct package dependencies * Provide build time and CI tests

    2015-11-09 - Ole Streicher <olebole@debian.org> astroml (0.3-1) unstable; urgency=low * Initial release. (Closes: #756994)

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