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1. EnsembleKit EnsembleKit Public

   Offline ensemble-combiner benchmark: competence weighting and robust aggregation recover a known Bayes signal where naive averaging collapses -- a 2x2 dissociation (weighting x aggregation) plus a …

   Python

2. FinSight FinSight Public

   Offline-first news-sentiment alpha with overfitting-aware backtesting: Deflated Sharpe Ratio, purged walk-forward CV, transaction costs, event studies.

   Python

3. GuardrAIl GuardrAIl Public

   Pip-installable LLM safety + eval library: prompt-injection/PII/toxicity guards, FERPA/COPPA/GDPR policy presets, red-team suite, FastAPI middleware. Offline-first.

   Python

4. InsightRAG InsightRAG Public

   Production-grade agentic RAG over your own documents: hybrid retrieval (BM25 + dense), cross-encoder reranking, citations, RAGAS-style evals, and safety guardrails. Free/offline-first.

   Python

5. MLForge MLForge Public

   Leakage-safe model-selection forge: proper pipelining buys a preprocessing-leakage correction, nested cross-validation buys a selection-bias correction — measured against a held-out oracle with a r…

   Python

6. NeuroTrace NeuroTrace Public

   Causal-tracing benchmark for neural-net interpretability: activation patching recovers the ground-truth circuit where correlational and gradient attribution each collapse -- proven by controls that…

   Python