Data

Tools

Indexes

Applications

Experiments

Open Source Science

https://github.com/cicirello/small-sample-experiments

Code and data for experiments for paper "Algorithms for Generating Small Random Samples"

https://github.com/cicirello/small-sample-experiments

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
  • ✓
    DOI references
    Found 6 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: wiley.com
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (10.6%) to scientific vocabulary

Keywords

random-sampling
Last synced: 5 months ago · JSON representation

Repository

Code and data for experiments for paper "Algorithms for Generating Small Random Samples"

Basic Info
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Topics
random-sampling
Created over 1 year ago · Last pushed about 1 year ago
Metadata Files
Readme License

README.md

Code to reproduce experiments from: Algorithms for Generating Small Random Samples

Copyright © 2024 Vincent A. Cicirello

This repository contains the code and raw experiment data for the the following journal article:

Vincent A. Cicirello. 2025. Algorithms for Generating Small Random Samples. Software: Practice and Experience, 55(2): 298-306, February 2025. doi:10.1002/spe.3379. Access the [Full-Text].

The experiments utilize the ρμ library, version 4.2.0, which is automatically imported during the build from the Maven Central Repository.

| DOI | DOI | | :--- | :--- | | License | GitHub |

Building

To build the experiments with Maven, execute the following at the command line:

shell mvn clean package

The requirements for building the experiments is the same as for building ρμ version 4.2.0. which is Java 17+.

Running the Experiments

The above builds a jar-with-dependencies that is executable, and which will be found within the target directory, which is created if it doesn't already exist. You can then run it with the following:

shell java -jar target/small-sample-experiments-1.0.0-jar-with-dependencies.jar

Note that this will take a couple hours to run in its entirety.

Data

If you just want to inspect the results from my run, you can find the data in results.txt.

There is an additional data file, results-with-rho-mu-4.0.0.txt, from earlier runs with ρμ 4.0.0, where the nextIntTriple was implemented differently, and which didn't include reservoir L for comparison. This is the data for the version of the experiments from earlier preprint versions of the paper.

Owner

  • Name: Vincent A. Cicirello
  • Login: cicirello
  • Kind: user
  • Location: Galloway, NJ
  • Company: Stockton University

Vincent A. Cicirello is a researcher in AI, evolutionary computation, and swarm intelligence.

GitHub Events

Total
  • Delete event: 1
  • Push event: 2
  • Pull request event: 1
  • Create event: 1
Last Year
  • Delete event: 1
  • Push event: 2
  • Pull request event: 1
  • Create event: 1

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 13
  • Total Committers: 1
  • Avg Commits per committer: 13.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 13
  • Committers: 1
  • Avg Commits per committer: 13.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Vincent A. Cicirello c****o 13

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 0
  • Total pull requests: 3
  • Average time to close issues: N/A
  • Average time to close pull requests: 1 minute
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 2
  • Average time to close issues: N/A
  • Average time to close pull requests: less than a minute
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
  • cicirello (4)
Top Labels
Issue Labels
Pull Request Labels
documentation (2)

Dependencies

pom.xml maven
  • org.cicirello:rho-mu 4.0.0
  • org.openjdk.jmh:jmh-core 1.37
  • org.openjdk.jmh:jmh-generator-annprocess 1.37