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supzammy / 22FAERS-NLI

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Automated pharmacovigilance literature validation for ultra‑rare neurological diseases. Enter a drug name and an adverse event. The app searches PubMed with a multi‑tier cascade, extracts the most relevant evidence, and returns a verdict — Present or Absent — backed by a fine‑tuned PubMedBERT model.

open-source benchmark gradio signal-detection natural-language-inference zero-shot zero-shot-learning drug-safety few-shot pharmacovigilance few-shot-learning rare-disease huggingface faers ntd biomedical-nlp pubmedbert literature-validation
  • Updated Jun 21, 2026
  • Python
gtfs-scorecard

ChelseaKR / gtfs-scorecard

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Daily, plain-language GTFS quality scorecards for small transit agencies: the grade, the three fixes that matter most, and why. 2,600+ curated Schedule and Realtime feed records (US, Canada, reviewed canaries), 2,100+ scorecards built on MobilityData's validator. Free CLI, read API, GitHub Action gate, MCP server, alerts and open data.

i18n python accessibility gtfs static-site open-data civic-tech data-quality gtfs-realtime mobilitydata transit-data gtfs-validator github-actions public-transit supply-chain-security duckdb ntd read-api mcp-server small-transit-agencies
  • Updated Oct 7, 2026
  • HTML

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