feat(governance): add Gebru-style datasheets for training datasets#52

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Hopelynconsult wants to merge 21 commits into

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feature/governance-datasheet

Commits on May 3, 2026

feat(governance): add SHAP explainability for segmentation predictions (#29)

authored
chore: bring repo up to open-source community standards (#16)
Goldokpa
authored

Commits on May 5, 2026

feat(models): add biomass and carbon-stock regression module (#46)
franchaise
authored
feat(notebooks): add 03_carbon_analysis carbon stock estimation notebook (#47)
franchaise
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feat(notebooks): add 04_model_validation benchmarking notebook (#48)
franchaise
authored
feat(notebooks): add 05_impact_reporting stakeholder template (#49)
franchaise
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feat(inference): add parallel batch processor with per-job tracking (#40)
femi23
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feat(inference): add subscription-driven deforestation alert generator (#41)
femi23
authored
feat(api): add /api/reports and /api/anomalies admin endpoints (#42)
femi23
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feat(governance): add anomaly detection for inference outputs (#35)
obielin
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feat(governance): add hash-chained audit logger for predictions (#36)
obielin
authored
feat(governance): add automated model card generator (#37)
obielin
authored
feat(reports): add LLM-backed impact report generator (#38)
obielin
authored
feat(governance): add release CI gate for metrics, fairness, and security (#39)
obielin
authored
feat(security): API security middleware, pipeline guard, and OWASP scanner (#34)
femi23
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docs(data): pipeline overview, band contract, and smoke tests (#33)
Oshgig
authored
feat(governance): add regional bias audit framework for model fairness (#30)

authored

Commits on May 7, 2026

Commits on May 17, 2026