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Pull Request Overview
This PR adds support for multivariate distributions to the probabilistic modeling library. The implementation allows users to create multivariate distributions like Dirichlet and multivariate normal, which are automatically unpacked into marginal distributions for sampling.
- Added
MarginalDistributionclass to handle individual dimensions of multivariate distributions - Added
MultivariateDistributionfactory function to create and unpack multivariate distributions into marginals - Enhanced
Distribution._sample()method to handle multivariate distributions that lack.ppf()methods
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