v0.2.0
What's Changed
This release bumps HSSM 0.2.0b1 to 0.2.0. Changes in HSSM 0.2.0 are:
The main purpose of this update is to create better defaults for priors, to reign in convergence issues that result from bad chain initializations.
Multiple prior strategies are now available, and moreover it is now possible to choose default links on glms so that parameter spaces are a priori constraint to be within the the allowable ranges (this is specifically relevant for likelihoods of the kind 'approx_differentiable').
Secondarily, plotting capabilities were added, to allow for posterior predictive plots and quantile plots (these plots are widely used for the analysis of reaction time and choice data). Plotting is still in experimental stage.
- Update ssm-simulators version by @digicosmos86 in #278
- Some cosmetic changes to the documentation by @digicosmos86 in #281
- Fix bug in extra fields by @digicosmos86 in #286
- Bumped PyMC version and limited numpy version by @digicosmos86 in #283
- Bumped ssms version so tests pass by @digicosmos86 in #296
- Posterior predictive plotting by @digicosmos86 in #303
- Create convenience plotting functionalities by @digicosmos86 in #300
- First attempt at Quantile probability plot by @digicosmos86 in #319
- Override defaults for link functions by @digicosmos86 in #320
- Added tests and documentation for quantile probability plots by @digicosmos86 in #339
- Added the ability to use safe priors for hierarchical models by @digicosmos86 in #331
- Replace negative non-decision time in likelihood computation with a small value by @digicosmos86 in #344
Full Changelog: v0.1.5...v0.2.0
