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causact (development version)

causact 0.5.7

causact 0.5.6

  • patch release to fix numpyro integration issues. The default installation workflow now uses numpyro==0.16.1 to avoid TypeError when using a discrete data distribution, e.g. Bernoulli.

causact 0.5.5

  • patch release to fix installation issues. The default installation workflow now uses scipy==0.12 to avoid error cannot import name 'gaussian' from 'scipy.signal'.

causact 0.5.4

  • patch release to fix installation issues. The default installation workflow now uses numpyro==0.13.2 to avoid ModuleNotFoundError: No module named 'jax.linear_util'.

causact 0.5.3

  • Fixed bug where beta distribution was being treated as Laplace distribution.
  • Fixed bug where nested plated were being indexed incorrectly in Python.

causact 0.5.2

  • Switched inference to Python's numpyro
  • dag_greta() is now deprecated; dag_numpyro() should be used as a drop-in replacement.
  • Added helper function for Python dependencies: install_causact_deps.
  • Updated documentation to reflect switch to numpyro.
  • Added ability to choose fill of nodes during dag_render().
  • Added causact probability distribution functions. See ?causact::distributions.
  • Temporarily removed support for the dim argument of probability distributions.

causact 0.4.2

  • Added `vignette("narrative-to-insight-with-causact") to introduce the package's encouraged user workflow.
  • Allow greta::variable() to be used for flat priors.

causact 0.4.1

  • Fixed bugs introduced by changes in tidyr::replace_na().
  • Fixed bug related to rendering generative DAGs where two variables were both on multiple plates.

causact 0.4.0

Minor improvements and fixes

  • Support for using greta matrix operations like %*% and other greta functions within the rhs argument of the dag_node function has been added.
  • The readme has been updated to include a mixture example.

causact 0.3.3

Minor improvements and fixes

  • Small graphs without an rhs argument supplied to dag_node() displayed a dplyr warning message.
  • Exported meaningfulLabels() function for users who are using code generated by dag_greta(mcmc=FALSE).

causact 0.3.2

Minor improvements and fixes

  • dag_render() displayed weird DAGs when users have dplyr (>=v1.0) installed. Isolated problem to changes in dplyr::group_indices() and dplyr::bind_cols that caused a jumbling of node id's.
  • Updated README.md to display images and give CRAN install instructions.

causact 0.3.1

  • Initial release for CRAN
  • Biggest change from previous development versions is that dag_greta() now returns a dataframe as opposed to creating variables in your global environment.