How To Install python3-pymc3 on Fedora 36

In this tutorial we learn how to install python3-pymc3 in Fedora 36. python3-pymc3 is Exploratory analysis of Bayesian models

Introduction

In this tutorial we learn how to install python3-pymc3 on Fedora 36.

What is `python3-pymc3`

PyMC3 is a Python package for Bayesian statistical modeling and Probabilistic Machine Learning focusing on advanced Markov chain Monte Carlo (MCMC) and variational inference (VI) algorithms. Its flexibility and extensibility make it applicable to a large suite of problems.

We can use yum or dnf to install python3-pymc3 on Fedora 36. In this tutorial we discuss both methods but you only need to choose one of method to install python3-pymc3.

Install python3-pymc3 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-pymc3 using dnf by running the following command:

sudo dnf -y install python3-pymc3

Install python3-pymc3 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-pymc3 using yum by running the following command:

sudo yum -y install python3-pymc3

How To Uninstall python3-pymc3 on Fedora 36

To uninstall only the python3-pymc3 package we can use the following command:

sudo dnf remove python3-pymc3

python3-pymc3 Package Contents on Fedora 36

/usr/lib/python3.10/site-packages/pymc3
/usr/lib/python3.10/site-packages/pymc3-3.11.2-py3.10.egg-info
/usr/lib/python3.10/site-packages/pymc3-3.11.2-py3.10.egg-info/PKG-INFO
/usr/lib/python3.10/site-packages/pymc3-3.11.2-py3.10.egg-info/SOURCES.txt
/usr/lib/python3.10/site-packages/pymc3-3.11.2-py3.10.egg-info/dependency_links.txt
/usr/lib/python3.10/site-packages/pymc3-3.11.2-py3.10.egg-info/requires.txt
/usr/lib/python3.10/site-packages/pymc3-3.11.2-py3.10.egg-info/top_level.txt
/usr/lib/python3.10/site-packages/pymc3/__init__.py
/usr/lib/python3.10/site-packages/pymc3/__pycache__
/usr/lib/python3.10/site-packages/pymc3/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/__pycache__/blocking.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/__pycache__/blocking.cpython-310.pyc
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/usr/lib/python3.10/site-packages/pymc3/__pycache__/exceptions.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/__pycache__/exceptions.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/__pycache__/math.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/__pycache__/math.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/__pycache__/model.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/__pycache__/model.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/__pycache__/model_graph.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/__pycache__/model_graph.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/__pycache__/parallel_sampling.cpython-310.opt-1.pyc
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/usr/lib/python3.10/site-packages/pymc3/__pycache__/sampling.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/__pycache__/sampling.cpython-310.pyc
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/usr/lib/python3.10/site-packages/pymc3/__pycache__/vartypes.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/backends
/usr/lib/python3.10/site-packages/pymc3/backends/__init__.py
/usr/lib/python3.10/site-packages/pymc3/backends/__pycache__
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/usr/lib/python3.10/site-packages/pymc3/backends/__pycache__/tracetab.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/backends/__pycache__/tracetab.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/backends/base.py
/usr/lib/python3.10/site-packages/pymc3/backends/ndarray.py
/usr/lib/python3.10/site-packages/pymc3/backends/report.py
/usr/lib/python3.10/site-packages/pymc3/backends/tracetab.py
/usr/lib/python3.10/site-packages/pymc3/blocking.py
/usr/lib/python3.10/site-packages/pymc3/data.py
/usr/lib/python3.10/site-packages/pymc3/distributions
/usr/lib/python3.10/site-packages/pymc3/distributions/__init__.py
/usr/lib/python3.10/site-packages/pymc3/distributions/__pycache__
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/usr/lib/python3.10/site-packages/pymc3/distributions/__pycache__/posterior_predictive.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/distributions/__pycache__/posterior_predictive.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/distributions/__pycache__/shape_utils.cpython-310.opt-1.pyc
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/usr/lib/python3.10/site-packages/pymc3/distributions/__pycache__/simulator.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/distributions/__pycache__/special.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/distributions/__pycache__/special.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/distributions/__pycache__/timeseries.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/distributions/__pycache__/timeseries.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/distributions/__pycache__/transforms.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/distributions/__pycache__/transforms.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/distributions/__pycache__/tree.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/distributions/__pycache__/tree.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/distributions/bart.py
/usr/lib/python3.10/site-packages/pymc3/distributions/bound.py
/usr/lib/python3.10/site-packages/pymc3/distributions/continuous.py
/usr/lib/python3.10/site-packages/pymc3/distributions/discrete.py
/usr/lib/python3.10/site-packages/pymc3/distributions/dist_math.py
/usr/lib/python3.10/site-packages/pymc3/distributions/distribution.py
/usr/lib/python3.10/site-packages/pymc3/distributions/mixture.py
/usr/lib/python3.10/site-packages/pymc3/distributions/multivariate.py
/usr/lib/python3.10/site-packages/pymc3/distributions/posterior_predictive.py
/usr/lib/python3.10/site-packages/pymc3/distributions/shape_utils.py
/usr/lib/python3.10/site-packages/pymc3/distributions/simulator.py
/usr/lib/python3.10/site-packages/pymc3/distributions/special.py
/usr/lib/python3.10/site-packages/pymc3/distributions/timeseries.py
/usr/lib/python3.10/site-packages/pymc3/distributions/transforms.py
/usr/lib/python3.10/site-packages/pymc3/distributions/tree.py
/usr/lib/python3.10/site-packages/pymc3/exceptions.py
/usr/lib/python3.10/site-packages/pymc3/glm
/usr/lib/python3.10/site-packages/pymc3/glm/__init__.py
/usr/lib/python3.10/site-packages/pymc3/glm/__pycache__
/usr/lib/python3.10/site-packages/pymc3/glm/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/glm/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/glm/__pycache__/families.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/glm/__pycache__/families.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/glm/__pycache__/linear.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/glm/__pycache__/linear.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/glm/__pycache__/utils.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/glm/__pycache__/utils.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/glm/families.py
/usr/lib/python3.10/site-packages/pymc3/glm/linear.py
/usr/lib/python3.10/site-packages/pymc3/glm/utils.py
/usr/lib/python3.10/site-packages/pymc3/gp
/usr/lib/python3.10/site-packages/pymc3/gp/__init__.py
/usr/lib/python3.10/site-packages/pymc3/gp/__pycache__
/usr/lib/python3.10/site-packages/pymc3/gp/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/gp/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/gp/__pycache__/cov.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/gp/__pycache__/cov.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/gp/__pycache__/gp.cpython-310.opt-1.pyc
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/usr/lib/python3.10/site-packages/pymc3/gp/cov.py
/usr/lib/python3.10/site-packages/pymc3/gp/gp.py
/usr/lib/python3.10/site-packages/pymc3/gp/mean.py
/usr/lib/python3.10/site-packages/pymc3/gp/util.py
/usr/lib/python3.10/site-packages/pymc3/math.py
/usr/lib/python3.10/site-packages/pymc3/model.py
/usr/lib/python3.10/site-packages/pymc3/model_graph.py
/usr/lib/python3.10/site-packages/pymc3/ode
/usr/lib/python3.10/site-packages/pymc3/ode/__init__.py
/usr/lib/python3.10/site-packages/pymc3/ode/__pycache__
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/usr/lib/python3.10/site-packages/pymc3/ode/ode.py
/usr/lib/python3.10/site-packages/pymc3/ode/utils.py
/usr/lib/python3.10/site-packages/pymc3/parallel_sampling.py
/usr/lib/python3.10/site-packages/pymc3/plots
/usr/lib/python3.10/site-packages/pymc3/plots/__init__.py
/usr/lib/python3.10/site-packages/pymc3/plots/__pycache__
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/usr/lib/python3.10/site-packages/pymc3/plots/__pycache__/posteriorplot.cpython-310.opt-1.pyc
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/usr/lib/python3.10/site-packages/pymc3/plots/posteriorplot.py
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/usr/lib/python3.10/site-packages/pymc3/variational/__pycache__/opvi.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/variational/__pycache__/stein.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/variational/__pycache__/stein.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/variational/__pycache__/test_functions.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/variational/__pycache__/test_functions.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/variational/__pycache__/updates.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/pymc3/variational/__pycache__/updates.cpython-310.pyc
/usr/lib/python3.10/site-packages/pymc3/variational/approximations.py
/usr/lib/python3.10/site-packages/pymc3/variational/callbacks.py
/usr/lib/python3.10/site-packages/pymc3/variational/flows.py
/usr/lib/python3.10/site-packages/pymc3/variational/inference.py
/usr/lib/python3.10/site-packages/pymc3/variational/operators.py
/usr/lib/python3.10/site-packages/pymc3/variational/opvi.py
/usr/lib/python3.10/site-packages/pymc3/variational/stein.py
/usr/lib/python3.10/site-packages/pymc3/variational/test_functions.py
/usr/lib/python3.10/site-packages/pymc3/variational/updates.py
/usr/lib/python3.10/site-packages/pymc3/vartypes.py
/usr/share/doc/python3-pymc3
/usr/share/doc/python3-pymc3/README.rst

References

python3-pymc3 website

Summary

In this tutorial we learn how to install python3-pymc3 on Fedora 36 using yum and [dnf]((/fedora/36/dnf/).