HSSM v0.1.5

[digicosmos86]

We fixed the errors in v0.1.4. Sorry for the convenience! If you have accidentally
downloaded v0.1.4, please make sure that you update hssm to the current version.

What's Changed in 0.1.5

• We made Cython dependencies of this package available via pypi. We have also built
  wheels for (almost) all platforms so there is no need to build these Cython
  dependencies.

What's Changed in 0.1.4

This is mainly a maintenance update with a few new features:

1. We added blackbox likelihoods for ddm and ddm_sdv models. Try them with model = hssm.HSSM(data, model="ddm", loglik_kind="blackbox").
2. Due to popular demand, we added blackbox likelihood support for full_ddm models. Try it with model = hssm.HSSM(data, model="full_ddm").
3. It is now possible to specify models in an object-oriented way instead of dictionaries. The benefit is that you may get prompts for possible arguments in most IDEs.

model = hssm.HSSM(
    model="ddm",
    data=cav_data,
    include=[
        hssm.Param(
            "v",
            prior={
                "Intercept": hssm.Prior("Normal", mu=0.0, sigma=1.0),
                "theta": hssm.Prior("Normal", mu=0.0, sigma=1.0),
            }
            formula="v ~ (1|participant_id) + theta",
        ),
    ],
)

List of changes:

• Added a hssm.Prior class to better handle bounds by @digicosmos86 in Added a hssm.Prior class to better handle bounds #245
• Major refactor of hssm.HSSM via Config by @digicosmos86 in Major refactor of hssm.HSSM via Config #246
• Add issue templates by @digicosmos86 in Add issue templates #257
• 238 refactor organize tests by @digicosmos86 in 238 refactor organize tests #258
• Refactor: the Param class by @digicosmos86 in Refactor: the Param class #251
• Added blackbox likelihoods for ddm and ddm_sdv models by @digicosmos86 in Added blackbox likelihoods for ddm and ddm_sdv models #267
• Fixed a bug in sample_posterior_predictive() by @digicosmos86 in Fixed a bug in sample_posterior_predictive() #269
• Support for arbitrary additional fields by @digicosmos86 in Support for arbitrary additional fields #270
• Updated documentation for v0.1.4 by @digicosmos86 in Updated documentation for v0.1.4 #273

Full Changelog: v0.1.3...v0.1.4

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This discussion was created from the release HSSM v0.1.4.