stan VS MultiBUGS

Compare stan vs MultiBUGS and see what are their differences.

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. (by stan-dev)
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stan MultiBUGS
44 1
2,609 33
0.6% -
9.5 0.0
5 days ago over 3 years ago
C++ Shell
BSD 3-clause "New" or "Revised" License GNU Lesser General Public License v3.0 only
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

stan

Posts with mentions or reviews of stan. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-08-14.

MultiBUGS

Posts with mentions or reviews of MultiBUGS. We have used some of these posts to build our list of alternatives and similar projects.
  • Project Oberon Emulator in JavaScript and Java
    1 project | news.ycombinator.com | 7 Jul 2021
    Oberon is awesome. I typically use a variant of it called Component Pascal. It is a very esoteric, and quite unique language.

    My usage of it is in WinBUGS/OpenBUGS/MultiBUGS [1], for Markov chain Monte Carlo statistical analysis. It's really cool and works amazingly well for systems of differential equations too.

    The version I recommend using is MultiBUGS [2]. I would avoid installing it in Windows, though!

    [1] https://www.mrc-bsu.cam.ac.uk/software/bugs/

    [2] https://github.com/MultiBUGS/MultiBUGS

What are some alternatives?

When comparing stan and MultiBUGS you can also consider the following projects:

PyMC - Bayesian Modeling and Probabilistic Programming in Python

rstan - RStan, the R interface to Stan

jax - Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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

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

brms - brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

security - Collection of CVEs from Sick Codes, or collaborations on https://sick.codes security research & advisories.

Elo-MMR - Skill estimation systems for multiplayer competitions

probability - Probabilistic reasoning and statistical analysis in TensorFlow

rnim - A bridge between R and Nim

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