Top 3 C++ bayesian-inference Projects

stan

44 2,517 9.4 C++

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: Stan: Statistical modeling and high-performance statistical computation | news.ycombinator.com | 2024-03-04

DP_means

1 45 1.7 C++

Dirichlet Process K-means

Project mention: LLM now provides tools for working with embeddings | news.ycombinator.com | 2023-09-04

I found one implementation here: https://github.com/vsmolyakov/DP_means
Alternatively, there is a Bayesian GMM in sklearn. When you restrict it to diagonal Covariance matrices, you should be fine in high dimensions

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
loom

1 19 4.6 C++

A streaming cross-cat inference engine (by posterior)

Project mention: A lock-free ring-buffer with contiguous reservations (2019) | news.ycombinator.com | 2024-02-29

See also the Java LMAX Disruptor https://github.com/LMAX-Exchange/disruptor
I've built a similar lock-free ring buffer in C++11 https://github.com/posterior/loom/blob/master/doc/adapting.m...

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).