PyMC 4.0.0 beta 2 This beta release includes the removal of warnings, polishing of APIs, more distributions and internal refactorings. Here is the full list of changes compared to 4.0.0b1. For a current list of changes w.r.t. the upcoming v3.11.5 see RELEASE-NOTES.md. Notable changes & features Introduction of pm.Data(..., mutable=False/True) and corresponding pm.ConstantData/pm.MutableData wrappers (see #5295). The warning about theano or pymc3 being installed in parallel was removed. dims can again be specified alongside shape or size (see #5325). pm.draw was added to draw prior samples from a variable (see #5340). Renames of model properties & methods like Model.logpt. A function to find a prior based on lower/upper bounds (see #5231)
This is a snapshot of the repository in November 2021, with many notebooks updated to pymc3 3.11.x a...
What's Changed Docs & Maintenance Updated docstrings of some distribution classes inside multivari...
What's Changed Major Changes Bump PyTensor to 2.9.1 by @michaelosthege in https://github.com/pymc-...
PyMC 4.0.0 beta 2 This beta release includes the removal of warnings, polishing of APIs, more distri...
Here is the full list of changes compared to 4.0.0b2. For a current list of changes w.r.t. the upcom...
PyMC 3.11.5 (15 March 2022) This is a backport & bugfix release that eases the transition to pymc >=...
What's Changed New Features & Bugfixes Add ZeroSumNormal distribution by @AlexAndorra in https://g...
What's Changed Major Changes Remove samples and keep_size from sample_posterior_predictive by @pi...
What's Changed Major Changes Dropped support for Python 3.7 and added support for Python 3.10 by @...
What's Changed New Features & Bugfixes Fix model graph node name to remove RV from end only and no...
What's Changed New Features & Bugfixes Check shared variable values to determine volatility in pos...
PyMC3 3.11.2 (14 March 2021) New Features pm.math.cartesian can now handle inputs that are themselv...
This release adds the following major improvements: Refactor Mixture distribution for V4 by @ricard...
What's Changed Major Changes Drop support for Python 3.8 by @ricardoV94 in https://github.com/pymc...
What's Changed Implemented default transform for Mixtures by @ricardoV94 in https://github.com/pymc...
This is a snapshot of the repository in November 2021, with many notebooks updated to pymc3 3.11.x a...
What's Changed Docs & Maintenance Updated docstrings of some distribution classes inside multivari...
What's Changed Major Changes Bump PyTensor to 2.9.1 by @michaelosthege in https://github.com/pymc-...
PyMC 4.0.0 beta 2 This beta release includes the removal of warnings, polishing of APIs, more distri...
Here is the full list of changes compared to 4.0.0b2. For a current list of changes w.r.t. the upcom...
PyMC 3.11.5 (15 March 2022) This is a backport & bugfix release that eases the transition to pymc >=...
What's Changed New Features & Bugfixes Add ZeroSumNormal distribution by @AlexAndorra in https://g...
What's Changed Major Changes Remove samples and keep_size from sample_posterior_predictive by @pi...
What's Changed Major Changes Dropped support for Python 3.7 and added support for Python 3.10 by @...
What's Changed New Features & Bugfixes Fix model graph node name to remove RV from end only and no...
What's Changed New Features & Bugfixes Check shared variable values to determine volatility in pos...
PyMC3 3.11.2 (14 March 2021) New Features pm.math.cartesian can now handle inputs that are themselv...
This release adds the following major improvements: Refactor Mixture distribution for V4 by @ricard...
What's Changed Major Changes Drop support for Python 3.8 by @ricardoV94 in https://github.com/pymc...
What's Changed Implemented default transform for Mixtures by @ricardoV94 in https://github.com/pymc...
This is a snapshot of the repository in November 2021, with many notebooks updated to pymc3 3.11.x a...
What's Changed Docs & Maintenance Updated docstrings of some distribution classes inside multivari...
What's Changed Major Changes Bump PyTensor to 2.9.1 by @michaelosthege in https://github.com/pymc-...