PyRank

Metascience Python Packages

Python packages with the GitHub topic metascience. Sorted by monthly downloads, with stars and forks.
scienceverse
bibr

Modern scientific extraction pipeline

2K 3 0
scienceverse
metacheck

Check Research Outputs for Best Practices

752 49 12
lonexreb
retractguard

The free, open watchdog for retracted & problematic citations — Retraction Watch + OpenAlex + Crossref, reconciled conservatively. MCP server + web checker, evals-backed.

288 0 0
pablobernabeu
theoryforge

Systematic theory development in R and Python: rigour checks, diagrams, preregistration, SEM compilation and literature mapping

271 0 0
cthoyt
autoreviewer

👁️‍🗨️ Scientists often do the same bad stuff. Automate giving deterministic feedback during peer review with determinstic (LLM-free)

184 32 0
heidihelena
auditlite

Reproducibility audit trail for research projects: records runs, checks stale outputs, and flags claims downstream of changed sources via multi-hop change propagation. Python + R.

104 1 0
heidihelena
recoverlite

Python mirror of recoverlite: pre-data recovery tests for planned study designs (protocol-identical to the R package; results agree within Monte Carlo error)

98 1 0
giladfeldman
powerbench

Statistical power analysis that shows its work: 27 designs, each checked against an independent simulation and external tools, with disagreements attributed rather than hidden.

69 0 0