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https://github.com/TuringLang/MCMCChains.jl

Types and utility functions for summarizing Markov chain Monte Carlo simulations
https://github.com/TuringLang/MCMCChains.jl

julia-language markov-chain mcmc

Last synced: 27 days ago
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Types and utility functions for summarizing Markov chain Monte Carlo simulations

Host: GitHub
URL: https://github.com/TuringLang/MCMCChains.jl
Owner: TuringLang
License: other
Created: 2018-08-16T19:59:12.000Z (almost 6 years ago)
Default Branch: master
Last Pushed: 2024-05-10T00:11:21.000Z (about 2 months ago)
Last Synced: 2024-05-10T15:35:02.222Z (about 2 months ago)
Topics: julia-language, markov-chain, mcmc
Language: Julia
Homepage: https://turinglang.org/MCMCChains.jl/
Size: 14.1 MB
Stars: 253
Watchers: 17
Forks: 29
Open Issues: 48
Metadata Files:
- Readme: README.md
- License: LICENSE.md

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awesome-stars - TuringLang/MCMCChains.jl - Types and utility functions for summarizing Markov chain Monte Carlo simulations (Julia)

README

        # MCMCChains.jl

![CI](https://github.com/TuringLang/MCMCChains.jl/workflows/CI/badge.svg?branch=master)

[![codecov](https://codecov.io/gh/TuringLang/MCMCChains.jl/branch/master/graph/badge.svg?token=TFxRFbKONS)](https://codecov.io/gh/TuringLang/MCMCChains.jl)

[![Coverage Status](https://coveralls.io/repos/github/TuringLang/MCMCChains.jl/badge.svg?branch=master)](https://coveralls.io/github/TuringLang/MCMCChains.jl?branch=master)

[![Stable Docs](https://img.shields.io/badge/docs-stable-blue.svg)](https://TuringLang.github.io/MCMCChains.jl/stable/)

[![Dev Docs](https://img.shields.io/badge/docs-latest-blue.svg)](https://TuringLang.github.io/MCMCChains.jl/dev/)

Implementation of Julia types for summarizing MCMC simulations and utility functions for diagnostics and visualizations.

```

using MCMCChains

using StatsPlots

plot(chn)

```

![Basic plot for Chains](https://turinglang.github.io/MCMCChains.jl/dev/default_plot.svg)

See the [docs](https://TuringLang.github.io/MCMCChains.jl/dev/) for more information.

## License Notice

Note that this package heavily uses and adapts code from the Mamba.jl package licensed under MIT License, see License.md.