https://github.com/sefffal/pairplots.jl
Beautiful and flexible vizualizations of high dimensional data
Science Score: 36.0%
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○CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
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○DOI references
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○Academic publication links
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✓Committers with academic emails
1 of 13 committers (7.7%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (14.8%) to scientific vocabulary
Keywords
Keywords from Contributors
Repository
Beautiful and flexible vizualizations of high dimensional data
Basic Info
- Host: GitHub
- Owner: sefffal
- License: mit
- Language: Julia
- Default Branch: master
- Homepage: https://sefffal.github.io/PairPlots.jl/dev
- Size: 2.41 GB
Statistics
- Stars: 151
- Watchers: 3
- Forks: 11
- Open Issues: 9
- Releases: 37
Topics
Metadata Files
README.md
PairPlots.jl
Beautiful and flexible visualizations of high dimensional data
See the Python version here
This package produces pair plots, otherwise known as corner plots or scatter plot matrices: grids of 1D and 2D histograms that allow you to visualize high dimensional data.
Pair plots are an excellent way to visualize the results of MCMC simulations, but are also a useful way to visualize correlations in general data tables.
Read the documentation here: (https://sefffal.github.io/PairPlots.jl/dev/)
The default styles of this package roughly reproduce the output of the Python library corner.py for a single series, and chainconsumer.py for multiple series. If these are not to your tastes, this package is highly configurable.
The current version of PairPlots.jl requires the Makie plotting library. If instead you prefer to use Plots.jl, you can install the legacy version 0.6 of PairPlots (see archived documentation here)
For related functionality, see also: StatsPlots.cornerplot and CornerPlot.jl for the Gadfly plotting library.
Credits
This package is built on top of the great packages Makie, Contour, KernelDensity, and Tables. The overall inspiration and a few lines of code are taken from corner.py and chainconsumer.py
Owner
- Name: William Thompson
- Login: sefffal
- Kind: user
- Location: Victoria, British Columbia
- Website: wthompson.space
- Twitter: AstroWrt
- Repositories: 52
- Profile: https://github.com/sefffal
GitHub Events
Total
- Create event: 10
- Commit comment event: 12
- Issues event: 11
- Release event: 5
- Watch event: 11
- Delete event: 1
- Issue comment event: 44
- Push event: 34
- Pull request event: 11
- Fork event: 4
Last Year
- Create event: 10
- Commit comment event: 12
- Issues event: 11
- Release event: 5
- Watch event: 11
- Delete event: 1
- Issue comment event: 44
- Push event: 34
- Pull request event: 11
- Fork event: 4
Committers
Last synced: 11 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| William Thompson | w****n@o****m | 258 |
| github-actions[bot] | 4****] | 5 |
| CompatHelper Julia | c****y@j****g | 5 |
| abhro | 5****o | 2 |
| Grant Bruer | g****l@g****m | 2 |
| Elias Carvalho | e****v@g****m | 2 |
| Simon-Delcamp | s****p@u****r | 2 |
| pricklypointer | 1****r | 1 |
| Tim Holy | t****y@g****m | 1 |
| Pietro Monticone | 3****e | 1 |
| Júlio Hoffimann | j****n@g****m | 1 |
| James Wrigley | J****y | 1 |
| Anshul Singhvi | a****i@g****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 37
- Total pull requests: 38
- Average time to close issues: about 2 months
- Average time to close pull requests: 9 days
- Total issue authors: 23
- Total pull request authors: 12
- Average comments per issue: 4.76
- Average comments per pull request: 1.84
- Merged pull requests: 27
- Bot issues: 0
- Bot pull requests: 19
Past Year
- Issues: 7
- Pull requests: 14
- Average time to close issues: about 21 hours
- Average time to close pull requests: 9 days
- Issue authors: 7
- Pull request authors: 5
- Average comments per issue: 1.0
- Average comments per pull request: 3.14
- Merged pull requests: 6
- Bot issues: 0
- Bot pull requests: 8
Top Authors
Issue Authors
- juliohm (12)
- sefffal (3)
- stefanocovino (2)
- aplavin (1)
- JuliaTagBot (1)
- ericphanson (1)
- hersle (1)
- rczerminski-valo (1)
- mgalenb (1)
- SebastianCallh (1)
- philippeller (1)
- gbruer15 (1)
- abhro (1)
- Simon-Delcamp (1)
- pankgeorg (1)
Pull Request Authors
- github-actions[bot] (23)
- asinghvi17 (5)
- sefffal (5)
- abhro (4)
- pitmonticone (2)
- JamesWrigley (2)
- hersle (2)
- pricklypointer (2)
- gbruer15 (2)
- devmotion (1)
- eliascarv (1)
- timholy (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- julia 199 total
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 45
juliahub.com: PairPlots
Beautiful and flexible vizualizations of high dimensional data
- Homepage: https://sefffal.github.io/PairPlots.jl/dev
- Documentation: https://docs.juliahub.com/General/PairPlots/stable/
- License: MIT
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Latest release: 3.0.3
published 7 months ago
Rankings
Dependencies
- julia-actions/setup-julia v1 composite
- JuliaRegistries/TagBot v1 composite
- actions/checkout v3 composite
- codecov/codecov-action v1 composite
- julia-actions/cache v1 composite
- julia-actions/julia-buildpkg v1 composite
- julia-actions/julia-processcoverage v1 composite
- julia-actions/julia-runtest v1 composite
- julia-actions/setup-julia v1 composite
- actions/checkout v3 composite
- julia-actions/cache v1 composite
- julia-actions/setup-julia latest composite