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common-random-numbers

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designer-coderajay / Causal-Attribution-for-Agentic-Decisions

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Post-hoc causal attribution over LLM-agent trajectories. Two total effects that both fail, a closed form for coupling once contexts diverge, and a traceability specification read against Regulation (EU) 2024/1689. Pre-registered experiment published in full and not run.

reproducibility mediation-analysis causal-inference ai-safety interpretability explainable-ai pre-registration ai-governance llm-agents eu-ai-act agent-observability common-random-numbers
  • Updated Sep 6, 2026
  • Python

SadraDaneshvar / game-of-weights-threshold-portfolio-optimization

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Synthetic threshold-payoff portfolio optimization on the probability simplex using projected CRN-SPSA and multistart simulation.

python numpy monte-carlo jupyter-notebook pandas constrained-optimization scipy portfolio-optimization variance-reduction spsa synthetic-data simulation-optimization stochastic-approximation statistical-simulation probability-simplex common-random-numbers threshold-payoffs risk-adjusted-optimization multistart-optimization zero-inflated-returns
  • Updated Aug 12, 2026
  • Jupyter Notebook

RaulMermans / OpsTwin

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Decision-support lab for testing service-workflow changes before deployment through paired discrete-event simulation, uncertainty analysis, and operational evidence.

react python typescript nextjs sensitivity-analysis operations-research decision-support simpy discrete-event-simulation scenario-analysis fastapi service-operations queueing-simulation workflow-simulation operational-simulation common-random-numbers
  • Updated Jul 23, 2026
  • Python

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