MAI

A two-step approach to imputing missing data in metabolomics

https://github.com/kechrislab/mai

Science Score: 10.0%

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

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CITATION.cff file
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codemeta.json file
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.zenodo.json file
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DOI references
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Academic publication links
✓
Committers with academic emails
1 of 4 committers (25.0%) from academic institutions
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Institutional organization owner
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (4.6%) to scientific vocabulary

Keywords

imputation-methods machine-learning missing-data

Last synced: 6 months ago · JSON representation

Repository

A two-step approach to imputing missing data in metabolomics

Basic Info

Host: GitHub
Owner: KechrisLab
License: gpl-3.0
Language: R
Default Branch: main
Homepage:
Size: 392 KB

Statistics

Stars: 2
Watchers: 1
Forks: 1
Open Issues: 2
Releases: 0

Topics

imputation-methods machine-learning missing-data

Created over 4 years ago · Last pushed over 3 years ago

Metadata Files

Readme License

README.md

Mechanism-Aware Imputation (MAI) A two-step approach to imputing missing data in metabolomics.

Pending publication

Installation

Install via Bioconductor: ```R if (!requireNamespace("BiocManager", quietly=TRUE)) install.packages("BiocManager")

BiocManager::install("MAI") ```

Install via GitHub: R if (!require("devtools")) install.packages("devtools") devtools::install_github("KechrisLab/MAI")

Bug Reports

Report bugs as issues on the GitHub repository new issue

Owner

Name: KechrisLab
Login: KechrisLab
Kind: organization

Website: https://kechrisk.github.io/KechrisLabWebsite/
Repositories: 5
Profile: https://github.com/KechrisLab

GitHub Events

Total

Issues event: 1

Last Year

Issues event: 1

Committers

Last synced: over 2 years ago

All Time

Total Commits: 51
Total Committers: 4
Avg Commits per committer: 12.75
Development Distribution Score (DDS): 0.176

Past Year

Commits: 0
Committers: 0
Avg Commits per committer: 0.0
Development Distribution Score (DDS): 0.0

Top Committers

Name	Email	Commits
Jonathan Dekermanjian	J****u	42
Nitesh Turaga	n**a@g**m	4
Jonathan Dekermanjian	J**n@g**m	3
Dekermanjian	3****n	2

Issues and Pull Requests

Last synced: 6 months ago

Packages

Total packages: 1
Total downloads:
- bioconductor 6,680 total

Total dependent packages: 0
Total dependent repositories: 0
Total versions: 5
Total maintainers: 1

bioconductor.org: MAI

Mechanism-Aware Imputation

Homepage: https://github.com/KechrisLab/MAI
Documentation: https://bioconductor.org/packages/release/bioc/vignettes/MAI/inst/doc/MAI.pdf
License: GPL-3
Latest release: 1.14.0
published 10 months ago

Versions: 5
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 6,680 Total

Rankings

Dependent repos count: 0.0%

Dependent packages count: 0.0%

Forks count: 19.8%

Average: 27.2%

Stargazers count: 29.0%

Downloads: 87.4%

Maintainers (1)

Jonathan.Dekermanjian@CUAnschutz.edu