PyMC3 3.11.1-foss-2021b

There is a newer version of PyMC3

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

Accessing PyMC3 3.11.1-foss-2021b

To load the module for PyMC3 3.11.1-foss-2021b please use this command on the BEAR systems (BlueBEAR, BEARCloud VMs, and CaStLeS VMs):

module load bear-apps/2021b
module load PyMC3/3.11.1-foss-2021b

BEAR Apps Version




The listed architectures consist of two part: OS-CPU.

  • BlueBEAR: The OS used on BlueBEAR is represented by EL and there are several different processor (CPU) types available on BlueBEAR. More information about the processor types on BlueBEAR is available on the BlueBEAR Job Submission page.
  • BEAR and CaStLeS Cloud VMs: These VMs can have one of two OSes. Those with access to a BEAR Cloud or CaStLeS VM should check that the listed architectures for an application include the OS of VM being used. The VMs, irrespective of OS, will use the haswell CPU type.


  • fastprogress 1.0.0
  • patsy 0.5.2
  • pymc3 3.11.1

More Information

For more information visit the PyMC3 website.


This version of PyMC3 has a direct dependency on: ArviZ/0.11.4-foss-2021b dill/0.3.4-GCCcore-11.2.0 foss/2021b h5py/3.6.0-foss-2021b matplotlib/3.4.3-foss-2021b netcdf4-python/1.5.7-foss-2021b Python/3.9.6-GCCcore-11.2.0 SciPy-bundle/2021.10-foss-2021b Theano/1.1.2-foss-2021b-PyMC tqdm/4.62.3-GCCcore-11.2.0 typing-extensions/ xarray/0.20.1-foss-2021b

Required By

This version of PyMC3 is a direct dependent of: pbjam/1.0.0-foss-2021b

Other Versions

These versions of PyMC3 are available on the BEAR systems (BlueBEAR, BEARCloud VMs, and CaStLeS VMs). These will be retained in accordance with our Applications Support and Retention Policy.

Last modified on 27th January 2023