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pairplots

https://github.com/sefffal/pairplots

Science Score: 31.0%

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
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    .zenodo.json file
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    Scientific vocabulary similarity
    Low similarity (12.9%) to scientific vocabulary

Keywords from Contributors

interactive mesh interpretability sequences generic projection optim embedded hacking network-simulation
Last synced: 11 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: sefffal
  • License: mit
  • Language: Python
  • Default Branch: master
  • Size: 12.5 MB
Statistics
  • Stars: 13
  • Watchers: 2
  • Forks: 1
  • Open Issues: 2
  • Releases: 0
Created over 2 years ago · Last pushed almost 2 years ago
Metadata Files
Readme License Citation

README.md

PairPlots.py

Beautiful and flexible vizualizations of high dimensional data

Build status Package Downloads codecov License PkgEval

See the Julia version here

This python 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 vizualize the results of MCMC simulations, but are also a useful way to vizualize correlations in general data tables.

Read the documentation here: (https://sefffal.github.io/PairPlots.jl/dev/)

Installation

bash pip install -U pairplots

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.

Credits

This package is built on top of the great packages Makie.jl, Contour.jl, KernelDensity.jl, and Tables.jl. 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

Citation (CITATION.md) 

# Citing

To cite pairplots.py or PairPlots.jl, please use the following BibTeX entry:

```bibtex
@misc{Thompson2023,
  author = {William Thompson},
  title = {{PairPlots.jl} Beautiful and flexible visualizations of high dimensional data},
  year = {2023},
  howpublished = {\url{https://sefffal.github.io/PairPlots.jl/dev}},
}
```

GitHub Events

Total
  • Watch event: 1
Last Year
  • Watch event: 1

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 9
  • Total Committers: 2
  • Avg Commits per committer: 4.5
  • Development Distribution Score (DDS): 0.111
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
William Thompson w****n@u****a 8
dependabot[bot] 4****] 1
Committer Domains (Top 20 + Academic)
uvic.ca: 1

Issues and Pull Requests

Last synced: about 1 year ago

All Time
  • Total issues: 0
  • Total pull requests: 5
  • Average time to close issues: N/A
  • Average time to close pull requests: about 1 month
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.4
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 5
Past Year
  • Issues: 0
  • Pull requests: 3
  • Average time to close issues: N/A
  • Average time to close pull requests: 16 days
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.67
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 3
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Top Authors
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  • dependabot[bot] (8)
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dependencies (8) python (8)

Dependencies

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