pymc 5.14.0

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

Stars: 8171, Watchers: 8171, Forks: 1924, Open Issues: 268

The pymc-devs/pymc repo was created 15 years ago and the last code push was an hour ago.
The project is extremely popular with a mindblowing 8171 github stars!

How to Install pymc

You can install pymc using pip

pip install pymc

or add it to a project with poetry

poetry add pymc

Package Details

Author

None

License

Apache License, Version 2.0

Homepage

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

PyPi:

https://pypi.org/project/pymc/

GitHub Repo:

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

Classifiers

• Scientific/Engineering
• Scientific/Engineering/Mathematics

Related Packages

Errors

A list of common pymc errors.

Code Examples

Here are some pymc code examples and snippets.

GitHub Issues

The pymc package has 268 open issues on GitHub

• BUG: failed to import pymc on macOS ventura 13.4 using conda env
• ⬆️ UPGRADE: Autoupdate pre-commit config
• Don't force upcast to float64 in Simplex transform
• BUG: Dirichlet is not tolerant to floatX=float32
• Implement logprob derivation for Max and Min
• Logprob derivation for Max
• Add icdf functions for Lognormal, Half Cauchy and Half Normal distributions
• Remove some math utilities from the PyMC root scope?
• Passing dims=(dim1, dim2) in gp.prior leads to shape inconcistency
• Numpyro sampler nuts_kwargs can't be passed from sample
• Adding meta-information for MeasurableOps
• BUG: Mac install issue
• Use numpy testing utilities instead of custom close_to*
• Wrap sigma parameter with as_tensor_variable() before get_tau_sigma()
• BUG: Jax-based samplers crash at transformation stage

See more issues on GitHub