Contents

pymc3 3.11.4

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

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

Stars: 6290, Watchers: 6290, Forks: 1508, Open Issues: 221

The pymc-devs/pymc repo was created 12 years ago and was last updated 57 minutes ago.
The project is extremely popular with a mindblowing 6290 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
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
No  pymc3  pypi packages just yet.

Errors

A list of common pymc3 errors.

No  pymc3  errors just yet.

Code Examples

Here are some pymc3 code examples and snippets.

No  pymc3  code examples just yet.

GitHub Issues

The pymc3 package as 221 open issues on GitHub

  • Attribute Error using graphviz: MvGaussianRandomWalk
  • pm.Deterministic causes shape issues with pm.set_data?
  • Rename model.recompute_initial_point to model.compute_initial_point
  • Revamp our negative binomial explanation
  • API proposal: Add sample_all()
  • [WIP] Start adding GRW random variable
  • Why does PolyGamma rng_fn get a docstring but not any of the others?
  • Option to create non-shared pm.Data
  • init() missing 1 required positional argument: 'as_while' when sampling with jax
  • Add autoregressive model to V4
  • Add random walk distribution for V4
  • Exponential CDF gradient is failing
  • Review and update API docs
  • Upgrade Aesara and add softmax math
  • Updates to getting started, GLM and model comparison notebooks

See more issues on GitHub

See Also

aesara 2.3.6

Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs.