Sigma.jl’s documentation

Sigma is a probabilistic programming environment implemented in Julia. In it, you can specify probabilistic models as normal programs, and perform inference.

Sigma is built on top of Julia but not yet in the official Julia Package repository. You can still easily install it from a Julia repl with:

Pkg.clone("https://github.com/zenna/Sigma.jl.git")

Sigma is then loaded with

using Sigma

Contents:

• Getting Started
• Building Probabilistic Models
• Random Arrays
  • Fixed Size Random Array
• Primitive Univariate Random Variable
  • Uniform Distribution
  • Logistic Distribution
  • Normal Distribution
• Inference Queries
  • Probability Queries
  • Conditional Probability Queries
  • Probability bounds
  • Sampling
  • Conditional Sampling
  • Precision
• License

Indices and tables

• Index
• Module Index
• Search Page