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deepgmm

This package is provides a mixture model based approach for deep learning.

https://github.com/suren-rathnayake/deepgmm

Science Score: 33.0%

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
    Found 1 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: springer.com
  • ✓
    Committers with academic emails
    1 of 3 committers (33.3%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (6.3%) to scientific vocabulary

Keywords

clustering deep-learning mixed-models r
Last synced: 9 months ago · JSON representation

Repository

This package is provides a mixture model based approach for deep learning.

Basic Info
  • Host: GitHub
  • Owner: suren-rathnayake
  • Language: R
  • Default Branch: master
  • Homepage:
  • Size: 138 KB
Statistics
  • Stars: 9
  • Watchers: 2
  • Forks: 3
  • Open Issues: 0
  • Releases: 0
Topics
clustering deep-learning mixed-models r
Created about 8 years ago · Last pushed over 3 years ago
Metadata Files
Readme

README.md

Build Status

deepgmm

This package is provides a mixture model based approach for deep learning. It is based on the work done by Viroli and McLachlan (2018).

Viroli, C. and McLachlan, G.J. (2019). Deep Gaussian mixture models. Statistics and Computing 29, 43-51.

Installation

Can be installed directly from CRAN or from GitHub.

```

CRAN

install.packages("deepgmm")

GitHub

library(devtools) install_github("suren-rathnayake/deepgmm") ```

Owner

  • Name: Suren Rathnayake
  • Login: suren-rathnayake
  • Kind: user
  • Location: Brisbane
  • Company: University of Queensland

GitHub Events

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

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 121
  • Total Committers: 3
  • Avg Commits per committer: 40.333
  • Development Distribution Score (DDS): 0.223
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
suren-rathnayake s****n@m****u 94
Suren Rathnayake 7****e 26
Suren Rathnayake s****r@g****m 1
Committer Domains (Top 20 + Academic)
maths.uq.edu.au: 1

Issues and Pull Requests

Last synced: 9 months ago

All Time
  • Total issues: 1
  • Total pull requests: 0
  • Average time to close issues: 24 minutes
  • Average time to close pull requests: N/A
  • Total issue authors: 1
  • Total pull request authors: 0
  • Average comments per issue: 5.0
  • 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
  • rt3722 (1)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 275 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 4
  • Total maintainers: 1
cran.r-project.org: deepgmm

Deep Gaussian Mixture Models

  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 275 Last month
Rankings
Forks count: 17.8%
Stargazers count: 19.8%
Average: 28.8%
Dependent packages count: 29.8%
Dependent repos count: 35.5%
Downloads: 41.1%
Maintainers (1)
surenr@gmail.com
Last synced: 9 months ago

Dependencies

DESCRIPTION cran
  • corpcor * imports
  • mclust * imports
  • mvtnorm * imports
  • testthat * suggests