Overview | 1. Load Package and Data | 2. Build the Governance Object | 3. Check Which Laws Apply | 4. EEOC Adverse Impact Analysis (4/5ths Rule) | 5. NYC Local Law 144 Bias Audit | 6. NIST AI RMF Checklist | 7. Risk Classification | 8. Generate an Audit Report | 9. Checklist Reference | References
Package: AIGovernance 0.1.0
AIGovernance: Statistical Auditing and Governance Reporting for Employment AI Systems
Provides statistical auditing, risk documentation, and reporting tools to support AI governance workflows for employment and hiring decision systems. Implements the EEOC four-fifths adverse impact rule (Equal Employment Opportunity Commission, 1978, <https://www.ecfr.gov/current/title-29/subtitle-B/chapter-XIV/part-1607>), NYC Local Law 144 bias audit requirements (New York City, 2023, <https://www.nyc.gov/site/dca/about/automated-employment-decision-tools.page>), and the AI Risk Management Framework checklist items from the National Institute of Standards and Technology (2023, <doi:10.6028/NIST.AI.100-1>). Optionally supports EU AI Act high-risk classification (European Parliament and Council, 2024, <https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024R1689>). The package does not provide legal advice or certify legal compliance; it is a statistical and documentation support tool.
Authors:
AIGovernance_0.1.0.tar.gz
AIGovernance_0.1.0.zip(r-4.7-any)AIGovernance_0.1.0.zip(r-4.6-any)AIGovernance_0.1.0.zip(r-4.5-any)
AIGovernance_0.1.0.tgz(r-4.6-any)AIGovernance_0.1.0.tgz(r-4.5-any)
AIGovernance_0.1.0.tar.gz(r-4.7-any)AIGovernance_0.1.0.tar.gz(r-4.6-any)
AIGovernance_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
AIGovernance/json (API)
| # Install 'AIGovernance' in R: |
| install.packages('AIGovernance', repos = c('https://causalfragility-lab.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/causalfragility-lab/aigovernance/issues
Datasets:
- hiring_sim - Simulated Employment Screening Dataset
Last updated from:e6aaebb012. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 122 | ||
| source / vignettes | OK | 153 | ||
| linux-release-x86_64 | OK | 120 | ||
| macos-release-arm64 | OK | 86 | ||
| macos-oldrel-arm64 | OK | 81 | ||
| windows-devel | OK | 69 | ||
| windows-release | OK | 66 | ||
| windows-oldrel | OK | 80 | ||
| wasm-release | OK | 113 |
Exports:aigov_adverse_impactaigov_audit_nistaigov_audit_nycaigov_buildaigov_checklistaigov_classifyaigov_reportaigov_scope
Dependencies:clidplyrgenericsgluelifecyclemagrittrpillarpkgconfigR6rlangtibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| EEOC Adverse Impact Analysis (4/5ths Rule) | aigov_adverse_impact |
| NIST AI Risk Management Framework (AI RMF 1.0) Audit | aigov_audit_nist |
| NYC Local Law 144 Bias Audit Module | aigov_audit_nyc |
| Build an AIGovernance audit object | aigov_build |
| Display Governance Checklist for a Framework | aigov_checklist |
| Classify AI System Risk Level | aigov_classify |
| Generate an AI Governance Audit Report | aigov_report |
| Determine Applicable Governance Frameworks | aigov_scope |
| Simulated Employment Screening Dataset | hiring_sim |
