Meta Analysis Python Packages

nimare

Coordinate- and image-based meta-analysis in Python

pymare

PyMARE: Python Meta-Analysis & Regression Engine

anoexpress

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

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.

critiplot

Visualize risk-of-bias in systematic reviews and meta-analyses

easy-entrez

Retrieve PubMed articles, text-mining annotations, or molecular data from >35 Entrez databases via easy to use Python package - built on top of Entrez E-utilities API.

pysumstats

Package for working with GWAS summary statistics

paperfetcher

Python package to mine papers for systematic reviews.

lisc

Literature Scanner

pebba

A tool for ORA meta-analysis

gradec

Meta-analytic gradient decoding

prisma-flowchart

Generate PRISMA 2020 flow diagrams from Python.