statsim

Meta-package for StatSim probabilistic programming and statistical computing.

Install

npm install statsim

Usage

As a library

import { compile, compileAndRun, stoch } from 'statsim'

// Compile .sm model
const code = compile('y ~ Normal(0, 1)', { target: 'stoch' })

// Use stoch directly
const { Normal, sample } = stoch
const dist = new Normal(0, 1)
const samples = await sample(dist, 1000)

As a CLI

# Compile .sm model to stoch
statsim compile model.sm

# Compile to different backend
statsim compile model.sm --target=pymc
statsim compile model.sm --target=stan

What's included

This meta-package includes:

• @statsim/compiler — compile .sm models to various backends
• @statsim/engine — execution engine for running models
• stoch — probabilistic programming runtime

Learn more

• Documentation
• Examples
• GitHub