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MachineShop

MachineShop: R package of models and tools for machine learning

https://github.com/brian-j-smith/machineshop

Science Score: 36.0%

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
    1 of 2 committers (50.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (4.1%) to scientific vocabulary

Keywords

classification-models machine-learning predictive-modeling r regression-models survival-models
Last synced: 6 months ago · JSON representation

Repository

MachineShop: R package of models and tools for machine learning

Basic Info
Statistics
  • Stars: 62
  • Watchers: 6
  • Forks: 9
  • Open Issues: 3
  • Releases: 14
Topics
classification-models machine-learning predictive-modeling r regression-models survival-models
Created over 7 years ago · Last pushed 9 months ago
Metadata Files
Readme Changelog

README.Rmd 

---
title: "MachineShop: Machine Learning Models and Tools for R"
output: github_document
---

```{r setup, include = FALSE}
```

[![Generic badge](https://img.shields.io/badge/docs-online-green.svg)](https://brian-j-smith.github.io/MachineShop/)
[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/MachineShop)](https://CRAN.R-project.org/package=MachineShop)


```{r child = "docs/src/overview.Rmd"}
```

Owner

  • Name: Brian J Smith
  • Login: brian-j-smith
  • Kind: user
  • Location: Iowa City, IA
  • Company: The University of Iowa

GitHub Events

Total
  • Release event: 1
  • Issues event: 1
  • Watch event: 1
  • Issue comment event: 3
  • Push event: 3
Last Year
  • Release event: 1
  • Issues event: 1
  • Watch event: 1
  • Issue comment event: 3
  • Push event: 3

Committers

Last synced: 8 months ago

All Time
  • Total Commits: 1,402
  • Total Committers: 2
  • Avg Commits per committer: 701.0
  • Development Distribution Score (DDS): 0.001
Past Year
  • Commits: 21
  • Committers: 1
  • Avg Commits per committer: 21.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
bjsmith b****h@u****u 1,401
topepo m****n@g****m 1
Committer Domains (Top 20 + Academic)
uiowa.edu: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 10
  • Total pull requests: 1
  • Average time to close issues: 2 months
  • Average time to close pull requests: 5 days
  • Total issue authors: 7
  • Total pull request authors: 1
  • Average comments per issue: 2.7
  • Average comments per pull request: 1.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 1
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 1
  • Pull request authors: 0
  • Average comments per issue: 3.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • lang-benjamin (2)
  • brian-j-smith (1)
  • 2020new (1)
  • topepo (1)
  • DavisVaughan (1)
  • EmilHvitfeldt (1)
  • ykocaturk (1)
Pull Request Authors
  • topepo (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 825 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 1
  • Total versions: 34
  • Total maintainers: 1
cran.r-project.org: MachineShop

Machine Learning Models and Tools

  • Versions: 34
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 825 Last month
Rankings
Stargazers count: 5.6%
Forks count: 6.3%
Average: 17.3%
Downloads: 22.1%
Dependent repos count: 23.9%
Dependent packages count: 28.7%
Maintainers (1)
brian-j-smith@uiowa.edu
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 4.0.0 depends
  • Matrix >= 1.5 imports
  • Rsolnp * imports
  • abind * imports
  • cli >= 3.1.0 imports
  • dials >= 0.0.4 imports
  • foreach * imports
  • ggplot2 >= 3.4.0 imports
  • kernlab * imports
  • magrittr * imports
  • methods * imports
  • nnet * imports
  • party * imports
  • polspline * imports
  • progress * imports
  • recipes >= 1.0.0 imports
  • rlang * imports
  • rsample >= 0.1.0 imports
  • survival * imports
  • tibble * imports
  • utils * imports
  • BART * suggests
  • C50 * suggests
  • Hmisc * suggests
  • MASS * suggests
  • ParBayesianOptimization * suggests
  • adabag * suggests
  • bartMachine * suggests
  • censored * suggests
  • cluster * suggests
  • doParallel * suggests
  • e1071 * suggests
  • earth * suggests
  • elasticnet * suggests
  • gbm * suggests
  • generics * suggests
  • glmnet * suggests
  • gridExtra * suggests
  • kableExtra * suggests
  • kknn * suggests
  • knitr * suggests
  • lars * suggests
  • mboost * suggests
  • mda * suggests
  • parsnip * suggests
  • partykit * suggests
  • pls * suggests
  • pso * suggests
  • rBayesianOptimization * suggests
  • randomForest * suggests
  • randomForestSRC * suggests
  • ranger * suggests
  • rmarkdown * suggests
  • rms * suggests
  • rpart * suggests
  • testthat * suggests
  • tree * suggests
  • xgboost * suggests