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MeasureTheory

"Distributions" that might not add to one.

https://github.com/juliamath/measuretheory.jl

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
  • ✓
    DOI references
    Found 5 DOI reference(s) in README
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (12.7%) to scientific vocabulary

Keywords

bayesian-inference julia machine-learning probabilistic-programming probability statistics
Last synced: 6 months ago · JSON representation ·

Repository

"Distributions" that might not add to one.

Basic Info
  • Host: GitHub
  • Owner: JuliaMath
  • License: mit
  • Language: Julia
  • Default Branch: master
  • Homepage:
  • Size: 4.62 MB
Statistics
  • Stars: 397
  • Watchers: 20
  • Forks: 31
  • Open Issues: 71
  • Releases: 52
Topics
bayesian-inference julia machine-learning probabilistic-programming probability statistics
Created about 6 years ago · Last pushed 10 months ago
Metadata Files
Readme Funding License Citation

README.md

MeasureTheory

Stable Dev Build Status Coverage DOI

MeasureTheory.jl is a package for building and reasoning about measures.

Why?

Probabilistic programming and statistical computing are vibrant areas in the development of the Julia programming language, but the underlying infrastructure dramatically predates recent developments. The goal of MeasureTheory.jl is to provide Julia with the right vocabulary and tools for these tasks. In this package we introduce a well-chosen foundational primitives centered around the notion of measure, density and conditional probability with powerful combinators and transforms intended to power and unify work on probabilistic programming and statistical computing within Julia. Check out our JuliaCon 2021 article detailing our ideas for and with this package.

Getting started

To install MeasureTheory.jl, open the Julia Pkg REPL (by typing ] in the standard REPL) and run

julia pkg> add MeasureTheory

To get an idea of the possibilities offered by this package, go to the documentation.

Coordination and support

For interaction and shorter usage questions, there is the dedicated channel #measuretheory on Julia's Zulip chat julialang.zulipchat.com and the #measuretheory channel on the Julia language Slack chat and for broader discussions Julia's discourse forum.

Development takes place on Github with Github's issue ticker for bug reports and coordination.

We adhere to the community standards set forward by the Julia community.

Support

Stargazers over time

Stargazers over time

Owner

  • Name: Julia Math
  • Login: JuliaMath
  • Kind: organization

Mathematics made easy in Julia

Citation (CITATION.bib) 

@misc{MeasureTheory.jl,
	author  = {Chad Scherrer <chad.scherrer@gmail.com> and contributors},
	title   = {MeasureTheory.jl},
	url     = {https://github.com/JuliaMath/MeasureTheory.jl},
	version = {v0.2.2},
	year    = {2021},
	month   = {1}
}

GitHub Events

Total
  • Issues event: 1
  • Watch event: 10
  • Push event: 20
  • Pull request event: 1
  • Create event: 1
Last Year
  • Issues event: 1
  • Watch event: 10
  • Push event: 20
  • Pull request event: 1
  • Create event: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 36
  • Total pull requests: 78
  • Average time to close issues: 3 months
  • Average time to close pull requests: 4 months
  • Total issue authors: 15
  • Total pull request authors: 12
  • Average comments per issue: 4.11
  • Average comments per pull request: 6.73
  • Merged pull requests: 31
  • Bot issues: 0
  • Bot pull requests: 32
Past Year
  • Issues: 1
  • Pull requests: 2
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 1
  • Pull request authors: 1
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 2
View more stats
Top Authors
Issue Authors
  • oschulz (1)
  • jariji (1)
  • gaurav-arya (1)
  • tpapp (1)
Pull Request Authors
  • github-actions[bot] (11)
  • cscherrer (3)
  • filchristou (1)
Top Labels
Issue Labels
Pull Request Labels
needs version bump (8)

Packages

  • Total packages: 1
  • Total downloads:
    • julia 12 total
  • Total dependent packages: 8
  • Total dependent repositories: 0
  • Total versions: 52
juliahub.com: MeasureTheory

"Distributions" that might not add to one.

  • Versions: 52
  • Dependent Packages: 8
  • Dependent Repositories: 0
  • Downloads: 12 Total
Rankings
Stargazers count: 1.6%
Forks count: 5.2%
Average: 5.9%
Dependent packages count: 7.0%
Dependent repos count: 9.9%
Last synced: 7 months ago

Dependencies

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