Dataset Audit Python Packages

vigia-nids

Quality control for the datasets behind network intrusion detection models: leakage, duplicates, label noise, poisoning and drift.

evidencematrix

Deterministic entity-by-source coverage audits for multi-source datasets.

siftan

Reproducible n-gram screening of language-model training data for overlap with evaluation benchmarks.

lora-audit

只读审计你的 LoRA 训练数据集：caption 遗漏 / 重复 / 触发词漂移 / 扩展名与实际格式不符。零依赖，出一个能双击打开的 HTML。

african-speech-mcp

Quality-aware, read-only MCP server for discovering and selecting African speech corpora, Wolof first, with audited metrics, provenance, licensing, and training-set planning.