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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

ChelseaKR / gtfs-scorecard

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Plain-language GTFS and GTFS-Realtime data-quality scorecards for 1,400+ US and Canadian transit feeds — runs the MobilityData validator, grades each feed, lists the top fixes, gates CI via a GitHub Action, and ships a read-only MCP server. Live at gtfsscorecard.org.

transit python accessibility gtfs static-site open-data wcag civic-tech data-quality gtfs-realtime mobilitydata transit-data gtfs-validator github-actions public-transit duckdb ntd mcp-server
  • Updated Jul 10, 2026
  • HTML

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