Data

Tools

Indexes

Applications

Experiments

Open Source Science

ModelSelection

https://github.com/parallelgsreg/modelselection.jl

Science Score: 44.0%

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

  • ✓
    CITATION.cff file
    Found 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 (14.8%) to scientific vocabulary
Last synced: 8 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: ParallelGSReg
  • License: mit
  • Language: Julia
  • Default Branch: main
  • Size: 3 MB
Statistics
  • Stars: 4
  • Watchers: 0
  • Forks: 1
  • Open Issues: 1
  • Releases: 11
Created over 6 years ago · Last pushed almost 2 years ago
Metadata Files
Readme Changelog Contributing License Citation

README.md

ModelSelection

Model Selection for Julia.

Features

We would like to inform you that the features documentation for the latest version of our package is currently pending. As we are preparing to release a new version, our development team is working diligently to finalize the features and functionalities included in this update.

Installation

You can install the package by running the following command in the Julia REPL:

julia using Pkg Pkg.add("ModelSelection")

Usage

To start perform model selection and save and load the results, follow these steps: To start to perform model selection and manage results, follow these steps:

julia model = ModelSelection.gsr(:ols, ...) ModelSelection.save("result.jld", model) # Saves model ModelSelection.save_csv("result.csv", model) # Saves the results to csv model = ModelSelection.load("result.jld") # Loads the model

Documentation

For more detailed information about this package, its functionalities, and usage instructions, please refer to our documentation page.

ModelSelectionGUI package

ModelSelection.jl has a web server package designed to provide a user-friendly interface for utilizing the ModelSelection package. It consists of a backend and an optional frontend that offers a graphical user interface (GUI) for seamless interaction with the underlying ModelSelection functionality. package functions as an interface with ModelSelection.jl. For more details about the functionalities and features provided by ModelSelectionGUI.jl, please visit the package repository.

Contributing

Contributions are welcome! If you encounter any issues or have suggestions for improvements, please open an issue or submit a pull request on the repository. Make sure to follow the guidelines outlined in the CONTRIBUTING.md file.

TODO List

For an overview of pending tasks, improvements, and future plans for the ModelSelectionGUI package, please refer to the TODO.md file.

License

This package is licensed under the MIT License.

Credits

The ModelSelection module, was written primarily by Demian Panigo, Adán Mauri Ungaro, Nicolás Monzón, Valentín Mari and Pablo Gluzman. The ModelSelection.jl module was inpired by GSReg for Stata, written by Pablo Gluzmann and Demian Panigo.

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
  - family-names: Panigo
    given-names: Demian Tupac
    orcid: https://orcid.org/0000-0003-2468-1632
  - family-names: Mauri Ungaro
    given-names: Adan
    orcid: https://orcid.org/0000-0003-3106-3912
  - family-names: Mari
    given-names: Valentin
    orcid: https://orcid.org/0000-0003-1489-6525
  - family-names: Glüzmann
    given-names: Pablo
    orcid: https://orcid.org/0000-0001-6570-383X
  - family-names: Monzón
    given-names: Nicolás
    orcid: https://orcid.org/0000-0002-4846-7916
  - family-names: Tcach
    given-names: Alexis
    orcid: https://orcid.org/0000-0003-4619-7892
  - family-names: Panigo
    given-names: Nahuel
title: "ModelSelection.jl"
version: 1.3.6
identifiers:
  - type: doi
    value: 10.5281/zenodo.7932823
date-released: Jul 28, 2023

GitHub Events

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

Committers

Last synced: about 3 years ago

All Time
  • Total Commits: 31
  • Total Committers: 3
  • Avg Commits per committer: 10.333
  • Development Distribution Score (DDS): 0.226
Top Committers
Name Email Commits
Adán Mauri Ungaro a****i@g****m 24
Valentin Mari v****i@n****m 6
Demian Panigo p****o@g****m 1
Committer Domains (Top 20 + Academic)
nan-labs.com: 1

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 0
  • Total pull requests: 27
  • Average time to close issues: N/A
  • Average time to close pull requests: about 2 months
  • Total issue authors: 0
  • Total pull request authors: 3
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 20
  • 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
  • adanmauri (22)
  • dpanigo (5)
  • JuliaTagBot (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • julia 3 total
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 11
juliahub.com: ModelSelection
  • Versions: 11
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 3 Total
Rankings
Dependent repos count: 9.9%
Average: 38.4%
Dependent packages count: 38.9%
Forks count: 40.4%
Stargazers count: 64.2%
Last synced: 8 months ago