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mmpf

Monte-Carlo methods for prediction functions

https://github.com/zmjones/mmpf

Science Score: 10.0%

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

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .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 (2.6%) to scientific vocabulary

Keywords

exploratory-data-analysis machine-learning r rstats
Last synced: 6 months ago · JSON representation

Repository

Monte-Carlo methods for prediction functions

Basic Info
  • Host: GitHub
  • Owner: zmjones
  • Language: TeX
  • Default Branch: master
  • Homepage:
  • Size: 2.81 MB
Statistics
  • Stars: 11
  • Watchers: 1
  • Forks: 3
  • Open Issues: 1
  • Releases: 0
Topics
exploratory-data-analysis machine-learning r rstats
Created over 9 years ago · Last pushed over 4 years ago
Metadata Files
Readme

README.md

Monte-Carlo Methods for Prediction Functions

Contains functions which create uniform, random, or user-specified grids and then evaluates marginalized prediction functions on them (e.g., partial dependence). Also contains functions to compute permutation importance.

Owner

  • Name: Zachary Jones
  • Login: zmjones
  • Kind: user
  • Company: Meta

GitHub Events

Total
Last Year

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 43
  • Total Committers: 2
  • Avg Commits per committer: 21.5
  • Development Distribution Score (DDS): 0.023
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Zachary M. Jones z****j@z****m 42
giuseppec g****o@s****e 1
Committer Domains (Top 20 + Academic)
stat.uni-muenchen.de: 1 zmjones.com: 1

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 2
  • Total pull requests: 2
  • Average time to close issues: 2 days
  • Average time to close pull requests: over 1 year
  • Total issue authors: 2
  • Total pull request authors: 2
  • Average comments per issue: 1.5
  • Average comments per pull request: 0.5
  • Merged pull requests: 1
  • 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
  • DeFilippis (1)
  • mb706 (1)
Pull Request Authors
  • yihui (2)
  • giuseppec (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 1,099 last-month
  • Total docker downloads: 24,104
  • Total dependent packages: 2
  • Total dependent repositories: 41
  • Total versions: 5
  • Total maintainers: 1
cran.r-project.org: mmpf

Monte-Carlo Methods for Prediction Functions

  • Versions: 5
  • Dependent Packages: 2
  • Dependent Repositories: 41
  • Downloads: 1,099 Last month
  • Docker Downloads: 24,104
Rankings
Dependent repos count: 4.0%
Forks count: 12.2%
Downloads: 12.3%
Dependent packages count: 13.7%
Average: 14.0%
Stargazers count: 15.8%
Docker downloads count: 25.8%
Maintainers (1)
zmj@zmjones.com
Last synced: 10 months ago

Dependencies

pkg/DESCRIPTION cran
  • checkmate * imports
  • data.table * imports
  • ggplot2 * suggests
  • knitr * suggests
  • randomForest * suggests
  • reshape2 * suggests
  • rmarkdown * suggests
  • testthat * suggests