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#reproducibility (28 Repositories)

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

Topic Avg Merge Rate

36.9%

Avg Review Latency

17.1h

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28 repositories tagged #reproducibility

S TierPython 1.2k 5 GFIs

sipyourdrink-ltd/bernstein

The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run

87.9%
Merge Rate
-
First Review
80%
1st-Timers
42
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 147

glotzerlab/signac

Manage large and heterogeneous data spaces on the file system.

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
2
Maintainers
A TierPython 1.1k

ClawBio/ClawBio

🦖 ClawBio - The first bioinformatics-native AI agent skill library. Local-first. Reproducible. Open. Free.

78.1%
Merge Rate
19h
First Review
86%
1st-Timers
9
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
B TierShell 205

stal-ix/ix

ix package manager, statically build packages, for darwin/linux, with clang

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
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 TierPython 497

lllllllama/RigorPilot-Skills

README-first research reproduction skills with bounded execution, auditable evidence, and byte-preserving README annotations.

100.0%
Merge Rate
-
First Review
0%
1st-Timers
1
Maintainers
B TierNINix 2.4k

the-nix-way/dev-templates

Dev environments for numerous languages based on Nix flakes [maintainer=@lucperkins]

100.0%
Merge Rate
6h
First Review
100%
1st-Timers
0
Maintainers
B TierPython 476

mit-ll-responsible-ai/hydra-zen

Create powerful Hydra applications without the yaml files and boilerplate code.

64.7%
Merge Rate
5d
First Review
100%
1st-Timers
1
Maintainers
C TierScala 132

scalacenter/scalac-profiling

Compilation profiling tool for Scala 2 projects

50.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 15.9k

treeverse/dvc

🦉 Data Versioning and ML Experiments

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
12
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
D TierNINix 260

the-nix-way/nome

My Nix home

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 990

MaurizioFD/RecSys2019_DeepLearning_Evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 342

datmo/datmo

Open source production model management tool for data scientists

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 2.0k

clementchadebec/benchmark_VAE

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierNINix 332

MatthewCroughan/nixcfg

My nix configuration(s), using flakes. It's my laptop, it's my servers, it's my everything, in code.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 646

grok-ai/nn-template

Generic template to bootstrap your PyTorch project.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierNINix 746

tweag/jupyenv

Declarative and reproducible Jupyter environments - powered by Nix

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierNINix 1.3k

nix-community/dream2nix

Simplified nix packaging for various programming language ecosystems [maintainer=@DavHau]

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 402

leipzig/awesome-reproducible-research

A curated list of reproducible research case studies, projects, tutorials, and media

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierNINix 121

emacs-twist/twist.nix

Build an entire Emacs configuration as a Nix package in a pure, reproducible way

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierR 1.3k

ropensci/drake

An R-focused pipeline toolkit for reproducibility and high-performance computing

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierR 754

tidyverse/reprex

Render bits of R code for sharing, e.g., on GitHub or StackOverflow.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierR 1.1k

ropensci/targets

Function-oriented Make-like declarative workflows for R

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierR 722

benmarwick/rrtools

rrtools: Tools for Writing Reproducible Research in R

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