Zenna Tavares

Convert all relevant examples to jldoctests.

Need to register: - InferenceBase - SoftPredicates (should this dependency exist?) - OmegaSoftPredciates - OmegaMH - ReplicaExchange - OmegaReplicaExchange - Omega Distributions - OmegaGrad

```julia julia> x = manynth(Normal(0, 1), [1,2,3]) Mv{Vector{Int64}, Normal{Float64}}([1, 2, 3], Normal{Float64}(μ=0.0, σ=1.0)) julia> randsample(x) 3-element Vector{Float64}: 0.5329609997818248 0.6091868691905119 -1.1231586242100318 julia> x .== [3,4,5] ERROR: MethodError: no method matching size(::Mv{Vector{Int64},...

Implement Log Energy

3

It would be cool to be able to include prior log densities - It's required for #19 - Would possibly allow for better solution for jacobian transforms in SSMH and...

Old Omega has a custom implementation of HMC. Should just use their version

Errors aren't propagating in RCD

1

The following example will currently break or do something wrong: ```julia using Omega # Create truncated normal with cond ispos(val) = val > 0.0 θ = normal(0, 1) θt =...

Currently they are treated the same as >ₛ and ₛ

One of the things that concerns me is that I think it's possible for RCD to be incorrect in the sense that an inner expectation does not take into account...

Implement Soft Conditioning

1

Integrate soft conditioning. A lot of the machinery behind this is now in SoftPredicates.jl. The tricky parts will be: - How do soft predicates integrate with log likelihoods? - Can...