Topics / #reproducible-research

Reproducible-research projects on GitHub

Open scientific workflows ensuring findings can be independently verified.

As of , the most-starred Reproducible-research projects on GitHub are kedro (11K stars), open-science (5.2K stars) and Auto-Empirical-Research-Skills (4.7K stars). GitHub.Locker tracks 12 Reproducible-research repositories with 27.1K stars combined. The fastest-growing on October 18 was open-science, with +37 stars in a day.

12Projects
27.1KStars in total
+90Stars in a day
Browse in the catalog →github.com/topics/reproducible-research ↗

Hot right now

Most stars gained in a day · Oct 18

+37

open-science

aipoch/open-science · ★ 5.2K

AIPOCH Open-Science is an open-source, local-first, model-agnostic AI research workbench that runs scientific AI agents to help with literature review, data analysis, code execution, and producing traceable research reports, tables, and figures.

+17

Deepgraph

billion-token-one-task/Deepgraph · ★ 1.1K

DeepGraph is the autonomous research agent of JouleBeat, an open-source AI self-improvement (RSI) lab. It reads scientific literature, finds open questions, runs real experiments, and lets the results decide what is true.

+15

Auto-Empirical-Research-Skills

brycewang-stanford/Auto-Empirical-Research-Skills · ★ 4.7K

Auto-Empirical Research Skills (AERS) is a curated library of 1,096 AI agent skills across 76 collections for doing empirical social-science research (economics, political science, sociology, psychology, etc.), maintained by Stanford REAP and CoPaper.AI.

+7

livenerf

ninjahawk/livenerf · ★ 1.5K

livenerf is a long-running, append-only benchmark that checks whether a frontier Claude model quietly gets worse after it ships, by comparing daily performance against a locked day-0 baseline.

The all-time top

12 projects · by stars

  1. #1 · kedro-org/kedro

    kedro

    Kedro is an open-source Python framework for building production-ready data engineering and data science pipelines, using software engineering best practices to make them reproducible, maintainable, and modular.

    11K
  2. #2 · aipoch/open-science

    open-science

    AIPOCH Open-Science is an open-source, local-first, model-agnostic AI research workbench that runs scientific AI agents to help with literature review, data analysis, code execution, and producing traceable research reports, tables, and figures.

    5.2K
  3. #3 · brycewang-stanford/Auto-Empirical-Research-Skills

    Auto-Empirical-Research-Skills

    Auto-Empirical Research Skills (AERS) is a curated library of 1,096 AI agent skills across 76 collections for doing empirical social-science research (economics, political science, sociology, psychology, etc.), maintained by Stanford REAP and CoPaper.AI.

    4.7K
  1. 4

    livenerf

    1.5Kninjahawk/livenerf · Python

    livenerf is a long-running, append-only benchmark that checks whether a frontier Claude model quietly gets worse after it ships, by comparing daily performance against a locked day-0 baseline.

  2. 5

    nautilus-compass

    1.3Kchunxiaoxx/nautilus-compass · Python

    nautilus-compass is an open-source memory and reliability layer for AI coding agents: it gives them long-term memory, catches cases where the agent ignores recalled rules (drift detection), and ships its own benchmark suite to verify the claims independently.

  3. 6

    Deepgraph

    1.1Kbillion-token-one-task/Deepgraph · Python

    DeepGraph is the autonomous research agent of JouleBeat, an open-source AI self-improvement (RSI) lab. It reads scientific literature, finds open questions, runs real experiments, and lets the results decide what is true.

  4. 7

    shulihuazixuecongshu

    934tradecatlabs/shulihuazixuecongshu · Python

    This repository preserves and rebuilds the 17-volume Chinese textbook series '数理化自学丛书' (Self-Study Series of Mathematics, Physics, and Chemistry), keeping the original scanned PDFs alongside semantic Markdown transcriptions, extracted image assets, and tools to reproducibly build EPUB3 editions.

  5. 8

    hypoarena

    555OpSafari/hypoarena · Python

    hypoarena is a fully offline workbench that decomposes the generate-debate-evolve 'AI co-scientist' pipeline into individually testable mechanisms: a citation-bearing hypothesis-evidence graph, a synthetic literature factory, grounding verification, pluggable agent adapters, Elo tournaments, paraphrase dedup, and Bayesian evidence accumulation.

  6. 9

    integer-mult-bounds

    289CrocSwap/integer-mult-bounds · Python

    This is a community research project that tracks and audits incremental improvements to the theoretical time bound for integer multiplication, expressed as a shrinking exponent kappa, conditional on an external OpenAI framework.

  7. 10

    RoboHarness

    247BinceQu/RoboHarness · Python

    RoboHarness is a training-free harness that gives an LLM agent a visual-geometric control panel: the model marks points of interest on 2D images, which get tracked and turned into geometric constraints so the LLM can directly compose and execute embodied manipulation actions.

  8. 11

    XRepoTest

    167solis-team/XRepoTest · Python

    XRepoTest is a multilingual benchmark that evaluates how well large language models generate unit tests for real-world functions across five programming languages, using Docker-based execution to compile and run every generated test against the actual source code.

  9. 12

    astra-chatgpt-hyperframes

    140Tejashmakwana/astra-chatgpt-hyperframes · JavaScript

    This is the reproducible source for a ChatGPT-themed motion-design video, adapted from motion designer Rajmoni's (@Nexaabyraj) original reference and rendered with Hyperframes. It ships the raw assets, render scripts and a verification report so anyone can rebuild the exact MP4.

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