Statistical Significance Python Packages

kb-arena

Benchmark 19 retrieval architectures (vector, contextual, QnA, knowledge graph, LightRAG, hybrid, RAPTOR, PageIndex, BM25, metadata-filtered, temporal, rerank, HyDE, multi-query, late-interaction, SPLADE, agentic, plus two quantum-inspired rerankers) on your own docs. Citable evidence bundles, bootstrap CIs, significance tests.

deepsig

Enabling easy statistical significance testing for deep neural networks.

ci-methods-analyser

Analyse efficacy of your own confidence interval (CI) methods

deep-signifcance

Enabling easy statistical significance testing for deep neural networks.