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hydrorecipes

Tools relevant to groundwater studies

https://github.com/jkennel/hydrorecipes

Science Score: 26.0%

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

  • ○
    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 (10.7%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

Tools relevant to groundwater studies

Basic Info
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 2
Created about 2 years ago · Last pushed over 1 year ago
Metadata Files
Readme License

README.md

hydrorecipes

WARNING: This package is in early stages of development and is likely to change.

This package is modeled after the recipes framework consisting of a recipe and a set of steps to apply. The goals of the package are to improve speed, decrease memory consumption, increase consistency between steps, and decrease some boiler plate code for step additions. The first three goals are likely to be achieved but the fourth might not given that the package implements two APIs (one for R6 and one for S3). Speed and memory improvements come from the collapse package, Rcpp code, using algorithms that scale better, and attempts to reduce copying data.

It diverges in a few ways:

  • based on R6

  • focus on long datasets (millions of rows)

  • focus on memory usage

  • focus on speed

  • steps tailored to groundwater applications

  • decrease the number of dependencies and foreign functions

  • more flexible output options (list, matrix, data.frame, data.table, tibble)

  • statistically less robust

  • mixes modelling and feature engineering

  • API changes

    • uses terms instead of … for variable selection and selections are wrapped in c() when more than one is required.
    • R6 and standard R interfaces

To do:

  • Documentation
  • Add alt text for figures in vignettes
  • Assess default bake step for steps
  • improve use of …
  • Explore convolution methods for Laplace solutions
  • Optimize Laplace solutions
  • Fix selectors
  • Feature naming
  • Increase test coverage
  • Steps
    • steptemporarydeployment
    • stepreadtransducer
  • Tests for selectors
  • Increase speed
  • Decrease memory consumption

Owner

  • Name: Jonathan Kennel
  • Login: jkennel
  • Kind: user

GitHub Events

Total
  • Watch event: 1
  • Push event: 34
  • Fork event: 1
Last Year
  • Watch event: 1
  • Push event: 34
  • Fork event: 1

Committers

Last synced: about 2 years ago

All Time
  • Total Commits: 88
  • Total Committers: 1
  • Avg Commits per committer: 88.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 88
  • Committers: 1
  • Avg Commits per committer: 88.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Jonathan Kennel j****l@u****a 88
Committer Domains (Top 20 + Academic)
uoguelph.ca: 1

Issues and Pull Requests

Last synced: about 2 years ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads: unknown
  • Total dependent packages: 0
  • Total dependent repositories: 1
  • Total versions: 1
  • Total maintainers: 1
cran.r-project.org: hydrorecipes

Hydrogeology Steps for the 'recipes' Package

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 1
Rankings
Dependent repos count: 25.5%
Stargazers count: 26.2%
Average: 27.6%
Forks count: 28.8%
Dependent packages count: 29.8%
Maintainers (1)
jkennel@uoguelph.ca
Last synced: over 1 year ago

Dependencies

DESCRIPTION cran
  • Bessel * depends
  • R >= 3.5.0 depends
  • R6 >= 2.3.0 imports
  • Rcpp * imports
  • RcppArmadillo * imports
  • RcppEigen * imports
  • RcppThread * imports
  • collapse * imports
  • earthtide * imports
  • splines2 * imports
  • RcppRoll * suggests
  • data.table * suggests
  • knitr * suggests
  • plotly * suggests
  • rmarkdown * suggests
  • tibble * suggests
  • tinytest * suggests
.github/workflows/pkgdown.yaml actions
  • JamesIves/github-pages-deploy-action v4.5.0 composite
  • actions/checkout v4 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/test-coverage.yaml actions
  • actions/checkout v4 composite
  • actions/upload-artifact v4 composite
  • codecov/codecov-action v4 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite