Package for Mixed Discrete Continuous Joint Distributions

I’m looking for a package that implements tools for working with mixed multivariate discrete continuous joint distributions. A simple wikipedia definition of this can be found at https://en.wikipedia.org/wiki/Joint_probability_distribution#Mixed_case.

I found MixedDistributions.jl, but this is actually for building a mixture model of discrete and continuous distributions (extension of MixtureModel in Distributions.jl) on the same support vs a mixed joint distribution.