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ContinuousNormalizingFlows

Implementations of Infinitesimal Continuous Normalizing Flows Algorithms in Julia

https://github.com/impicnf/continuousnormalizingflows.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
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (8.6%) to scientific vocabulary

Keywords

continuous-normalizing-flows flows infinitesimal-continuous-normalizing-flows infinitesimal-normalizing-flows julia julia-language julialang normalizing-flows

Keywords from Contributors

interpretability numerics matrix-exponential meshing pde hacking ode projections pinns flux
Last synced: 6 months ago · JSON representation ·

Repository

Implementations of Infinitesimal Continuous Normalizing Flows Algorithms in Julia

Basic Info
Statistics
  • Stars: 27
  • Watchers: 1
  • Forks: 1
  • Open Issues: 2
  • Releases: 46
Topics
continuous-normalizing-flows flows infinitesimal-continuous-normalizing-flows infinitesimal-normalizing-flows julia julia-language julialang normalizing-flows
Created over 4 years ago · Last pushed 6 months ago
Metadata Files
Readme License Code of conduct Citation Security

README.md

ContinuousNormalizingFlows.jl

Stable Dev Version Deps Build Status Codecov Coverage Coveralls Coverage PkgEval Pkg Eval Monthly Downloads Total Downloads Aqua JET ColPrac: Contributor's Guide on Collaborative Practices for Community Packages

Implementations of Infinitesimal Continuous Normalizing Flows Algorithms in Julia

Citing

See CITATION.bib for the relevant reference(s).

Installation

julia using Pkg Pkg.add("ContinuousNormalizingFlows")

Usage

See examples/usage.jl.

Owner

  • Name: impICNF
  • Login: impICNF
  • Kind: organization
  • Email: prbzrg@gmail.com
  • Location: Iran

Citation (CITATION.bib) 

@misc{ContinuousNormalizingFlows.jl,
	author	= {Hossein Pourbozorg <prbzrg@gmail.com> and contributors},
	title	= {ContinuousNormalizingFlows.jl: Implementations of Infinitesimal Continuous Normalizing Flows Algorithms in Julia},
	howpublished	= {by GitHub},
	month	= {8},
	year	= {2025},
	note	= {a Julia package},
	annote	= {a Julia package},
	url	= {https://github.com/impICNF/ContinuousNormalizingFlows.jl},
	version	= {v0.28.2}
}

GitHub Events

Total
  • Create event: 43
  • Commit comment event: 13
  • Release event: 5
  • Watch event: 5
  • Delete event: 34
  • Issue comment event: 20
  • Push event: 240
  • Pull request event: 78
Last Year
  • Create event: 43
  • Commit comment event: 13
  • Release event: 5
  • Watch event: 5
  • Delete event: 34
  • Issue comment event: 20
  • Push event: 240
  • Pull request event: 78

Committers

Last synced: over 1 year ago

All Time
  • Total Commits: 658
  • Total Committers: 4
  • Avg Commits per committer: 164.5
  • Development Distribution Score (DDS): 0.336
Past Year
  • Commits: 216
  • Committers: 3
  • Avg Commits per committer: 72.0
  • Development Distribution Score (DDS): 0.333
Top Committers
Name Email Commits
Hossein Pourbozorg p****g@g****m 437
github-actions[bot] 4****] 208
dependabot[bot] 4****] 10
CompatHelper Julia c****y@j****g 3
Committer Domains (Top 20 + Academic)
julialang.org: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 10
  • Total pull requests: 334
  • Average time to close issues: 3 months
  • Average time to close pull requests: 4 days
  • Total issue authors: 3
  • Total pull request authors: 3
  • Average comments per issue: 7.2
  • Average comments per pull request: 0.46
  • Merged pull requests: 256
  • Bot issues: 1
  • Bot pull requests: 154
Past Year
  • Issues: 1
  • Pull requests: 95
  • Average time to close issues: about 3 hours
  • Average time to close pull requests: 6 days
  • Issue authors: 1
  • Pull request authors: 3
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.01
  • Merged pull requests: 73
  • Bot issues: 1
  • Bot pull requests: 57
View more stats
Top Authors
Issue Authors
  • prbzrg (8)
  • github-actions[bot] (1)
  • JuliaTagBot (1)
Pull Request Authors
  • prbzrg (180)
  • github-actions[bot] (138)
  • dependabot[bot] (16)
Top Labels
Issue Labels
bug (4) help wanted (4) upstream (4) enhancement (2) formatting (1) automated pr (1) no changelog (1) documentation (1) dependencies (1) wontfix (1)
Pull Request Labels
formatting (44) automated pr (44) no changelog (44) dependencies (16)

Packages

  • Total packages: 1
  • Total downloads:
    • julia 12 total
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 48
juliahub.com: ContinuousNormalizingFlows

Implementations of Infinitesimal Continuous Normalizing Flows Algorithms in Julia

  • Versions: 48
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 12 Total
Rankings
Dependent repos count: 9.8%
Average: 32.0%
Dependent packages count: 38.4%
Stargazers count: 38.8%
Forks count: 40.9%
Last synced: 6 months ago