The modern ecosystem for probabilistic thinking.

The modern ecosystem for probabilistic thinking.

A cohesive set of open-source tools for working with probability distributions, uncertainty, and reproducible statistical workflows.

Install with R by running

install.packages("probaverse")

Packages
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distionary

The foundation of the probaverse, `distionary` makes probability distributions tangible with a flexible, generic framework. It offers a simple interface for evaluating …

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distplyr

Distributions become alive when they can be transformed. `distplyr` lets you modify and reshape distributions—whether you're stretching, grafting, maximizing, or something …

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famish

`famish` refines a family of distributions to match real-world data or specific characteristics, such as a given mean or dataset. From parameter estimation to maximum likelihood, …

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couple

[Development in 2026] Complex systems often demand insight into multiple variables and their relationships. `couple` enables you to construct realistic multivariate distributions …

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Governance
Probaverse is a community-driven open ecosystem. Development is led by contributors, with principles that emphasize clarity, reproducibility, and conceptual coherence.