C++ bayesian-inference

Open-source C++ projects categorized as bayesian-inference
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Mcmc Engine Clustering bayesian-methods bayesian-statistics
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Top 3 C++ bayesian-inference Projects

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bayesian-inference

  1. stan

    Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

    Project mention: Markov Chain Monte Carlo: the 1953 algorithm hiding under modern AI | dev.to | 2026-09-05

    This is also why nobody writes the loop above in production. Modern samplers like Stan and PyMC use Hamiltonian Monte Carlo and NUTS, which use gradients of the posterior to propose smart, distant moves instead of blind local wobbles, and tune themselves. The idea is identical. The proposal is just far less stupid.

  2. AppSignal

    AppSignal knows why the f*#k it crashed. Stop vibe-debugging. Every exception, every backtrace, grouped so you see patterns, not noise.

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  3. DP_means

    Dirichlet Process K-means

  4. loom

    A streaming cross-cat inference engine (by posterior)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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What are some of the best open-source bayesian-inference projects in C++? This list will help you:

# Project Stars
1 stan 2,775
2 DP_means 48
3 loom 20

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AppSignal knows why the f*#k it crashed.
Stop vibe-debugging. Every exception, every backtrace, grouped so you see patterns, not noise.
www.appsignal.com
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