pymc3 3.11.6

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

Stars: 8673, Watchers: 8673, Forks: 2005, Open Issues: 303

The pymc-devs/pymc repo was created 15 years ago and the last code push was Yesterday.
The project is extremely popular with a mindblowing 8673 github stars!

How to Install pymc3

You can install pymc3 using pip

pip install pymc3

or add it to a project with poetry

poetry add pymc3

Package Details

Author

None

License

Apache License, Version 2.0

Homepage

http://github.com/pymc-devs/pymc3

PyPi:

https://pypi.org/project/pymc3/

GitHub Repo:

https://github.com/pymc-devs/pymc3

Classifiers

• Scientific/Engineering
• Scientific/Engineering/Mathematics

Related Packages

Errors

A list of common pymc3 errors.

Code Examples

Here are some pymc3 code examples and snippets.

GitHub Issues

The pymc3 package has 303 open issues on GitHub

• API backports and deprecation warnings
• AR time series distribution [WIP]
• Switch GitHub Actions to install environments with mamba #5375
• Allow for scalar or size 1 mu in MvNormal and MvStudentT
• Switched clone to True in FunctionGraph calls for sample_jax
• MissingInputError upon completion of sample_numpyro_nuts
• Increase support for batched multivariate distributions
• LKJCorr and LKJCholeskyCov refactor
• Add additional compiler flag to work around GCC bug.
• Accept idata_kwargs in sampling_jax
• Seeding not working
• Seeding issues
• Switch GitHub Actions to install environments with mamba
• set_data raises AttributeError
• Remove automatic normalization in Multinomial and Categorical #5331

See more issues on GitHub