Meta Analysis Python Packages

nimare

Coordinate- and image-based meta-analysis in Python

pymare

PyMARE: Python Meta-Analysis & Regression Engine

scienceai-llm

An open-source agentic harness for scientific literature analysis. Coordinates frontier models to extract data, replicate findings, and perform systematic reviews with full provenance tracking.

easy-entrez

Python REST API for Entrez E-Utilities: stateless, easy to use, reliable.

anoexpress

A package to access insecticide resistance gene expression meta analyse in Anopheles mosquitoes

critiplot

Critiplot: A Python Package for Visualizing Risk-of-Bias Data in Systematic Reviews and Meta-Analyses

pysumstats

Package for working with GWAS summary statistics

lisc

Literature Scanner: Automated collection & analyses of the scientific literature.

paperfetcher

Python package to mine papers for systematic reviews.

gradec

Meta-analytic gradient decoding

pebba

A tool for ORA meta-analysis

prisma-flowchart

Generate PRISMA 2020 flow diagrams from Python.