===================== * Installation for Windows. Travis CI supports Windows build for Python 3.5, 3.6 and 3.7. * CPrior available in PyPI.
Utilities ---------- * Computation of confidence/credible intervals using methods ``ETI`` and ``HDI``. All methods computing credible intervals for ABTest and MVTest are updated.
0.3.0
===================== * Normal-inverse-gamma conjugate prior distribution. * New Bayesian models supported: Normal-normal-inverse-gamma and Log-normal-normal-inverse-gamma model with unknown mean and variance.
Numerical methods -------------------------- * Multivariate testing functions ``probability_vs_all``, ``expected_loss_vs_all`` and ``expected_loss_relative_vs_all`` use numerical integration (``method="quad"``) as default computational method. This provides a significant speed-up compared to other methods and more accurate solutions. * Combination of asymptotic estimates and numerical integration for the marginal distribution of the mean in the normal-inverse-gamma conjugate prior distribution.
0.2.0
===================== * Pareto conjugate prior distribution. * New Bayesian model supported: Uniform-Pareto model. * New multivariate testing method: ``expected_loss_relative_vs_all`` using MC or MLHS computation method.
0.1.0
=====================
* Bayesian A/B and Multivariate testing functionalities. * Beta and gamma conjugate prior distributions. * Bayesian models supported: * Beta: Bernoulli, binomial, geometric and negative binomial. * Gamma: exponential and Poisson.