How To Install python3-astroML on Fedora 36

In this tutorial we learn how to install python3-astroML in Fedora 36. python3-astroML is Python tools for machine learning and data mining in Astronomy

Introduction

In this tutorial we learn how to install python3-astroML on Fedora 36.

What is `python3-astroML`

AstroML is a Python module for machine learning and data mining built on numpy, scipy, scikit-learn, and matplotlib, and distributed under the 3-clause BSD license. 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.

We can use yum or dnf to install python3-astroML on Fedora 36. In this tutorial we discuss both methods but you only need to choose one of method to install python3-astroML.

Install python3-astroML on Fedora 36 Using dnf

Update yum database with dnf using the following command.

sudo dnf makecache --refresh

After updating yum database, We can install python3-astroML using dnf by running the following command:

sudo dnf -y install python3-astroML

Install python3-astroML on Fedora 36 Using yum

Update yum database with yum using the following command.

sudo yum makecache --refresh

After updating yum database, We can install python3-astroML using yum by running the following command:

sudo yum -y install python3-astroML

How To Uninstall python3-astroML on Fedora 36

To uninstall only the python3-astroML package we can use the following command:

sudo dnf remove python3-astroML

python3-astroML Package Contents on Fedora 36

/usr/lib/python3.10/site-packages/astroML
/usr/lib/python3.10/site-packages/astroML-0.4.1-py3.10.egg-info
/usr/lib/python3.10/site-packages/astroML-0.4.1-py3.10.egg-info/PKG-INFO
/usr/lib/python3.10/site-packages/astroML-0.4.1-py3.10.egg-info/SOURCES.txt
/usr/lib/python3.10/site-packages/astroML-0.4.1-py3.10.egg-info/dependency_links.txt
/usr/lib/python3.10/site-packages/astroML-0.4.1-py3.10.egg-info/requires.txt
/usr/lib/python3.10/site-packages/astroML-0.4.1-py3.10.egg-info/top_level.txt
/usr/lib/python3.10/site-packages/astroML/__init__.py
/usr/lib/python3.10/site-packages/astroML/__pycache__
/usr/lib/python3.10/site-packages/astroML/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/conftest.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/conftest.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/correlation.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/correlation.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/cosmology.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/cosmology.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/crossmatch.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/crossmatch.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/decorators.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/decorators.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/filters.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/filters.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/fourier.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/fourier.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/lumfunc.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/lumfunc.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/py3k_compat.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/py3k_compat.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/resample.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/resample.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/sum_of_norms.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/__pycache__/sum_of_norms.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/classification
/usr/lib/python3.10/site-packages/astroML/classification/__init__.py
/usr/lib/python3.10/site-packages/astroML/classification/__pycache__
/usr/lib/python3.10/site-packages/astroML/classification/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/classification/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/classification/__pycache__/gmm_bayes.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/classification/__pycache__/gmm_bayes.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/classification/gmm_bayes.py
/usr/lib/python3.10/site-packages/astroML/classification/tests
/usr/lib/python3.10/site-packages/astroML/classification/tests/__init__.py
/usr/lib/python3.10/site-packages/astroML/classification/tests/__pycache__
/usr/lib/python3.10/site-packages/astroML/classification/tests/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/classification/tests/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/classification/tests/__pycache__/test_gmm_bayes.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/classification/tests/__pycache__/test_gmm_bayes.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/classification/tests/test_gmm_bayes.py
/usr/lib/python3.10/site-packages/astroML/clustering
/usr/lib/python3.10/site-packages/astroML/clustering/__init__.py
/usr/lib/python3.10/site-packages/astroML/clustering/__pycache__
/usr/lib/python3.10/site-packages/astroML/clustering/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/clustering/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/clustering/__pycache__/mst_clustering.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/clustering/__pycache__/mst_clustering.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/clustering/mst_clustering.py
/usr/lib/python3.10/site-packages/astroML/clustering/tests
/usr/lib/python3.10/site-packages/astroML/clustering/tests/__init__.py
/usr/lib/python3.10/site-packages/astroML/clustering/tests/__pycache__
/usr/lib/python3.10/site-packages/astroML/clustering/tests/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/clustering/tests/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/clustering/tests/__pycache__/test_MST_clustering.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/clustering/tests/__pycache__/test_MST_clustering.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/clustering/tests/test_MST_clustering.py
/usr/lib/python3.10/site-packages/astroML/conftest.py
/usr/lib/python3.10/site-packages/astroML/correlation.py
/usr/lib/python3.10/site-packages/astroML/cosmology.py
/usr/lib/python3.10/site-packages/astroML/crossmatch.py
/usr/lib/python3.10/site-packages/astroML/datasets
/usr/lib/python3.10/site-packages/astroML/datasets/LIGO_bigdog.py
/usr/lib/python3.10/site-packages/astroML/datasets/LINEAR_sample.py
/usr/lib/python3.10/site-packages/astroML/datasets/__init__.py
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/LIGO_bigdog.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/LIGO_bigdog.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/LINEAR_sample.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/LINEAR_sample.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/dr7_quasar.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/dr7_quasar.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/generated.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/generated.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/hogg2010test.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/hogg2010test.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/imaging_sample.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/imaging_sample.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/moving_objects.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/moving_objects.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/nasa_atlas.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/nasa_atlas.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/rrlyrae_mags.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/rrlyrae_mags.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/rrlyrae_templates.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/rrlyrae_templates.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/sdss_S82standards.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/sdss_S82standards.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/sdss_corrected_spectra.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/sdss_corrected_spectra.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/sdss_filters.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/sdss_filters.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/sdss_galaxy_colors.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/sdss_galaxy_colors.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/sdss_specgals.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/sdss_specgals.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/sdss_spectrum.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/sdss_spectrum.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/sdss_sspp.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/sdss_sspp.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/wmap_temperatures.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/__pycache__/wmap_temperatures.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/dr7_quasar.py
/usr/lib/python3.10/site-packages/astroML/datasets/generated.py
/usr/lib/python3.10/site-packages/astroML/datasets/hogg2010test.py
/usr/lib/python3.10/site-packages/astroML/datasets/imaging_sample.py
/usr/lib/python3.10/site-packages/astroML/datasets/moving_objects.py
/usr/lib/python3.10/site-packages/astroML/datasets/nasa_atlas.py
/usr/lib/python3.10/site-packages/astroML/datasets/rrlyrae_mags.py
/usr/lib/python3.10/site-packages/astroML/datasets/rrlyrae_templates.py
/usr/lib/python3.10/site-packages/astroML/datasets/sdss_S82standards.py
/usr/lib/python3.10/site-packages/astroML/datasets/sdss_corrected_spectra.py
/usr/lib/python3.10/site-packages/astroML/datasets/sdss_filters.py
/usr/lib/python3.10/site-packages/astroML/datasets/sdss_galaxy_colors.py
/usr/lib/python3.10/site-packages/astroML/datasets/sdss_specgals.py
/usr/lib/python3.10/site-packages/astroML/datasets/sdss_spectrum.py
/usr/lib/python3.10/site-packages/astroML/datasets/sdss_sspp.py
/usr/lib/python3.10/site-packages/astroML/datasets/tools
/usr/lib/python3.10/site-packages/astroML/datasets/tools/__init__.py
/usr/lib/python3.10/site-packages/astroML/datasets/tools/__pycache__
/usr/lib/python3.10/site-packages/astroML/datasets/tools/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/tools/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/tools/__pycache__/cas_query.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/tools/__pycache__/cas_query.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/tools/__pycache__/download.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/tools/__pycache__/download.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/tools/__pycache__/sdss_fits.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/tools/__pycache__/sdss_fits.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/tools/__pycache__/sql_query.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/tools/__pycache__/sql_query.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/datasets/tools/cas_query.py
/usr/lib/python3.10/site-packages/astroML/datasets/tools/download.py
/usr/lib/python3.10/site-packages/astroML/datasets/tools/sdss_fits.py
/usr/lib/python3.10/site-packages/astroML/datasets/tools/sql_query.py
/usr/lib/python3.10/site-packages/astroML/datasets/wmap_temperatures.py
/usr/lib/python3.10/site-packages/astroML/decorators.py
/usr/lib/python3.10/site-packages/astroML/density_estimation
/usr/lib/python3.10/site-packages/astroML/density_estimation/__init__.py
/usr/lib/python3.10/site-packages/astroML/density_estimation/__pycache__
/usr/lib/python3.10/site-packages/astroML/density_estimation/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/__pycache__/bayesian_blocks.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/__pycache__/bayesian_blocks.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/__pycache__/density_estimation.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/__pycache__/density_estimation.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/__pycache__/empirical.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/__pycache__/empirical.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/__pycache__/gauss_mixture.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/__pycache__/gauss_mixture.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/__pycache__/histtools.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/__pycache__/histtools.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/__pycache__/xdeconv.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/__pycache__/xdeconv.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/bayesian_blocks.py
/usr/lib/python3.10/site-packages/astroML/density_estimation/density_estimation.py
/usr/lib/python3.10/site-packages/astroML/density_estimation/empirical.py
/usr/lib/python3.10/site-packages/astroML/density_estimation/gauss_mixture.py
/usr/lib/python3.10/site-packages/astroML/density_estimation/histtools.py
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/__init__.py
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/__pycache__
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/__pycache__/test_bayesian_blocks.cpython-310.opt-1.pyc
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/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/__pycache__/test_density.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/__pycache__/test_density.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/__pycache__/test_empirical.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/__pycache__/test_empirical.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/__pycache__/test_hist_binwidth.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/__pycache__/test_hist_binwidth.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/__pycache__/test_xdeconv.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/__pycache__/test_xdeconv.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/test_bayesian_blocks.py
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/test_density.py
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/test_empirical.py
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/test_hist_binwidth.py
/usr/lib/python3.10/site-packages/astroML/density_estimation/tests/test_xdeconv.py
/usr/lib/python3.10/site-packages/astroML/density_estimation/xdeconv.py
/usr/lib/python3.10/site-packages/astroML/dimensionality
/usr/lib/python3.10/site-packages/astroML/dimensionality/__init__.py
/usr/lib/python3.10/site-packages/astroML/dimensionality/__pycache__
/usr/lib/python3.10/site-packages/astroML/dimensionality/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/dimensionality/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/dimensionality/__pycache__/iterative_pca.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/dimensionality/__pycache__/iterative_pca.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/dimensionality/iterative_pca.py
/usr/lib/python3.10/site-packages/astroML/dimensionality/tests
/usr/lib/python3.10/site-packages/astroML/dimensionality/tests/__init__.py
/usr/lib/python3.10/site-packages/astroML/dimensionality/tests/__pycache__
/usr/lib/python3.10/site-packages/astroML/dimensionality/tests/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/dimensionality/tests/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/dimensionality/tests/__pycache__/test_iterative_PCA.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/dimensionality/tests/__pycache__/test_iterative_PCA.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/dimensionality/tests/test_iterative_PCA.py
/usr/lib/python3.10/site-packages/astroML/filters.py
/usr/lib/python3.10/site-packages/astroML/fourier.py
/usr/lib/python3.10/site-packages/astroML/linear_model
/usr/lib/python3.10/site-packages/astroML/linear_model/TLS.py
/usr/lib/python3.10/site-packages/astroML/linear_model/__init__.py
/usr/lib/python3.10/site-packages/astroML/linear_model/__pycache__
/usr/lib/python3.10/site-packages/astroML/linear_model/__pycache__/TLS.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/linear_model/__pycache__/TLS.cpython-310.pyc
/usr/lib/python3.10/site-packages/astroML/linear_model/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/astroML/linear_model/__pycache__/__init__.cpython-310.pyc
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/usr/share/doc/python3-astroML
/usr/share/doc/python3-astroML/CHANGES.rst
/usr/share/doc/python3-astroML/README.rst
/usr/share/licenses/python3-astroML
/usr/share/licenses/python3-astroML/LICENSE.rst

References

python3-astroML website

Summary

In this tutorial we learn how to install python3-astroML on Fedora 36 using yum and [dnf]((/fedora/36/dnf/).