Informative Prior provides probabilistic modeling tools and services, including
Model development and support,
Custom software development, and
When possible, we make results available as open source software. This focuses around two packages in particular:
Soss.jl is a probabilistic programming language that dynamically generates specialized code for a given statistical model. Soss models are first class, allowing for a degree of flexibility not possible in most other systems. Soss is especially useful for decision making with uncertain information.
MeasureTheory.jl is a library for representing and manipulating measures, mathematical constructs that are a generalization of probability distributions. Soss uses this library as a foundation for many of its computations.
Julia offers high-level code with high performance, and integrates with existing R, Python, and C software stacks.