Top 14 Mcmc Open-Source Projects

• PyMC

  3 8,142 9.4 Python

  Bayesian Modeling and Probabilistic Programming in Python

  

• numpyro

  2 2,033 8.6 Python

  Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

  

Project mention: Bayesian Analysis with Python | news.ycombinator.com | 2024-02-10

• 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.

  

• owl

  5 1,179 8.2 OCaml

  Owl - OCaml Scientific Computing @ https://ocaml.xyz

  

Project mention: Owl project (OCaml scientific computing) formally concluded | news.ycombinator.com | 2024-02-19

• rstan

  8 1,004 8.1 R

  RStan, the R interface to Stan

  

• ConvChain

  1 722 10.0 C#

  Bitmap generation from a single example with convolutions and MCMC

• paramonte

  4 236 8.7 Fortran

  ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.

  

• Stan.jl

  1 209 6.9 Julia

  Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.

  

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• GerryChain

  1 128 8.3 Python

  Use MCMC to analyze districting plans and gerrymanders

  

• dblink

  1 54 0.0 Scala

  Distributed Bayesian Entity Resolution in Apache Spark

  

• MultiBUGS

  1 30 0.0 Shell

  Multi-core BUGS for fast Bayesian inference of large hierarchical models

  

• covidestim

  1 27 4.5 C++

  Bayesian nowcasting with adjustment for delayed and incomplete reporting to estimate COVID-19 infections in the United States

  

• 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...

• mcmc

  0 14 5.5 Haskell

  Markov chain Monte Carlo with Metropolis-Hasting algorithm

• ran

  1 13 4.3 JavaScript

  Library for generating various random variables (by synesenom)

• SaaSHub

  www.saashub.com sponsored

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Mcmc related posts

• PYMC Release: v5.0.0
  1 project | news.ycombinator.com | 12 Dec 2022
• R packages in Colab - either speed up install, or import library?
  2 projects | /r/GoogleColab | 27 Nov 2022
• Help troubleshooting a an error in a brms Regression
  1 project | /r/Rlanguage | 3 Sep 2022
• An Astronomer's Introduction to NumPyro
  1 project | news.ycombinator.com | 17 Aug 2022
• Time series tutorial series
  1 project | /r/learnmachinelearning | 12 Apr 2022
• [S] Pyro/Numpyro or Stan for Bayesian modeling?
  1 project | /r/statistics | 10 Sep 2021
• Project Oberon Emulator in JavaScript and Java
  1 project | news.ycombinator.com | 7 Jul 2021
• A note from our sponsor - WorkOS
  workos.com | 24 Apr 2024

  The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

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