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#reproducible-research (30 Repositories)

Ranked open-source repositories tagged with #reproducible-research, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

73.9%

Avg Review Latency

41.2h

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30 repositories tagged #reproducible-research

S TierPython 193

DIAGNijmegen/rse-grand-challenge

A platform for end-to-end development of machine learning solutions in biomedical imaging

93.7%
Merge Rate
4h
First Review
83%
1st-Timers
6
Maintainers
S TierTypeScript 5.5k

aipoch/open-science

The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible research on macOS, Windows and Linux.

77.3%
Merge Rate
12h
First Review
62%
1st-Timers
12
Maintainers
A TierPython 102 2 GFIs

yuanzhw/AI-bioworkflow

Auditable bioinformatics workflow compiler: Catalog-bound planning, Workflow IR, and validated WDL 1.0.

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
S TierRust 1.0k

xuzhougeng/wisp-science

Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.

85.0%
Merge Rate
-
First Review
75%
1st-Timers
7
Maintainers
A TierR 384

ropensci/rix

Reproducible Data Science environments for R with Nix

100.0%
Merge Rate
1d
First Review
100%
1st-Timers
1
Maintainers
A TierPython 119

DeepMIMO/DeepMIMO

DeepMIMOv4: A Toolchain and Database for Ray-tracing Datasets.

90.9%
Merge Rate
<1h
First Review
100%
1st-Timers
2
Maintainers
A TierTypeScript 172 2 GFIs

DresdenGman/EPSILON-trading-simulator

Open-source quantitative decision lab: test market assumptions, preserve negative results, and reproduce evidence.

85.7%
Merge Rate
21h
First Review
100%
1st-Timers
1
Maintainers
A TierPython 754

FloatingPragma/observer-patch-holography

Observer Patch Holography: finite observer consensus, machine-checked mathematics and reproducible models for reconstructing physical structure.

78.0%
Merge Rate
-
First Review
70%
1st-Timers
3
Maintainers
A TierC++ 1.7k

InsightSoftwareConsortium/ITK

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

80.6%
Merge Rate
-
First Review
73%
1st-Timers
15
Maintainers
A TierR 332

hughjonesd/huxtable

An R package to create styled tables in multiple output formats, with a friendly, modern interface.

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
0
Maintainers
A TierPython 2.0k

Cloud-CV/EvalAI

:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI

83.5%
Merge Rate
-
First Review
25%
1st-Timers
4
Maintainers
A TierPython 167

OpenBioSim/biosimspace

An interoperable Python framework for biomolecular simulation.

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
0
Maintainers
A TierTypeScript 1.8k

ai4s-research/open-science

Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-source Claude Science desktop alternative built on Tauri + MCP + agent skills.

60.9%
Merge Rate
-
First Review
50%
1st-Timers
12
Maintainers
A TierR 1.2k

ddsjoberg/gtsummary

Presentation-Ready Data Summary and Analytic Result Tables

92.0%
Merge Rate
1d
First Review
100%
1st-Timers
1
Maintainers
A TierR 271

yihui/litedown

A lightweight version of R Markdown (without using Pandoc or knitr)

88.9%
Merge Rate
6h
First Review
100%
1st-Timers
0
Maintainers
B TierPython 145

pytask-dev/pytask

pytask is a workflow management system that facilitates reproducible data analyses.

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierRust 342

wisent-ai/ster

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierShell 344

K-Dense-AI/science-superpowers

Composable computational-science methodology skills for AI research agents — pre-registration over TDD. A science-domain reimplementation of Superpowers.

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierPython 152

reanahub/reana

REANA: Reusable research data analysis platform

15.0%
Merge Rate
11h
First Review
0%
1st-Timers
8
Maintainers
B TierRust 280 3 GFIs

logannye/rosalind

Reusable genomic evidence for research and analysis tools: exact read evidence, portable datasets, and managed analyzers.

70.0%
Merge Rate
12d
First Review
100%
1st-Timers
0
Maintainers
B TierTETeX 663

showyourwork/showyourwork

A workflow for reproducible and open scientific articles

33.3%
Merge Rate
<1h
First Review
0%
1st-Timers
1
Maintainers
B TierPython 130

smileformylove/XScientist

Turn ideas into autonomous research with Git-like evidence histories—inspectable, reproducible, and reversible.

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierPython 482

pipefunc/pipefunc

Lightweight fast function pipeline (DAG) creation in pure Python for scientific (HPC) workflows 🕸️🧪

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierHAHaskell 368

tweag/funflow

Functional workflows

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierHTML 1.7k

pedrohcgs/claude-code-my-workflow

A ready-to-fork Claude Code template for academics using LaTeX/Beamer + R. Multi-agent review, quality gates, adversarial QA, and replication protocols.

31.3%
Merge Rate
9d
First Review
50%
1st-Timers
3
Maintainers
B TierR 301

Rapporter/pander

An R Pandoc Writer: Convert arbitrary R objects into markdown

100.0%
Merge Rate
9h
First Review
0%
1st-Timers
1
Maintainers
C TierHTML 693

crsh/papaja

papaja (Preparing APA Journal Articles) is an R package that provides document formats to produce complete APA manuscripts from RMarkdown-files (PDF and Word documents) and helper functions that facilitate reporting statistics, tables, and plots.

50.0%
Merge Rate
25d
First Review
0%
1st-Timers
1
Maintainers
D TierPython 568

superwesleyhys-ux/factcircuit

FactCircuit: an auditable claim-and-evidence verification loop with immutable provenance, staged checks, bounded retrieval, and reproducible evaluation.

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
1
Maintainers
D TierPython 989

limingrui679-design/high-stakes-analytics-decision-lab

A platform-neutral analytical Skill that profiles messy data, selects case-adaptive methods, and produces source-backed visual reports for high-stakes decisions.

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
1
Maintainers
D TierPython 4.4k

IDSIA/sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Reproducible-research Open Source Repositories & C-Rank™ | GetMerged