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monad-bayes v0.1.4 Release Notes

Release Date: 2022-06-15 // almost 2 years ago

  • ➕ Addition of new helper functions, plotting tools, tests, and Integrator monad.

    • helpers include: toEmpirical (list of samples to empirical distribution) and toBins (simple histogramming)
    • Integrator is an instance of MonadSample for numerical integration
    • notebooks now contains working notebook-based tutorials and examples
    • 🆕 new tests, including with conjugate distributions to compare analytic solution against inferred posterior
    • 📦 models directory is cleaned up. New sequential models using pipes package to represent monadic streams