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Salarium Classical Profile MarkSALARIUMAUTONOMOUS INVESTMENT RESEARCH
RankingsPortfolioSimulationResearchMethodologyArchitectureAbout
1.0.0-RC1/RELEASE CANDIDATE
Salarium Classical Profile MarkSALARIUMAUTONOMOUS INVESTMENT RESEARCH

Open-source systematic equity research: governed data, out-of-sample rankings, concentrated portfolio construction, and auditable risk decisions.

Research only. Not investment advice. No live order execution.

EXPLORE

RankingsPortfolioSimulationResearchMethodologyArchitectureAboutPerformanceExperimentsCandidatesDisclosures

EVIDENCE

Forward paper snapshotRelease snapshot20D release rankingsCandidate snapshot

PROJECT

GitHub repositoryModel cardRelease notes
COMMIT 7c730e84c409SNAPSHOT AUG 11, 2026, 11:14 PM UTC© 2026 NIALL GILLEN · MIT LICENSE

SYSTEM ARCHITECTURE

Eight modules.One inspectable chain.

Focus or select a module to inspect its purpose, inputs, outputs, method, current configuration, experiment evidence, and repository source.

ACTIVE MODULE / 01

Universe

Defines the eligible research population before any model score is produced.

Inputs
Liquidity and security eligibility policy
Outputs
Governed 500-security cross-sections
Methodology
Canonical Liquid-500 snapshot governance
Current configuration
Liquid-500
Relevant experiment
Broad versus Liquid-500 walk-forward comparison
Source-code path
src/universe/liquid_universe.py
Source artifact
reports/experiments/broad_vs_liquid500_walkforward.csv
Generated
2026-08-11T23:14:26.524889+00:00