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The Top 23 Reproducibility Reproducible Research Open Source Projects

Open source projects categorized as Reproducibility Reproducible Research
Categories > Science > Reproducibility
Categories > Science > Reproducible Research
Sacred ⭐ 4,152
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
dependent packages 33total releases 29most recent commit 3 months agopypi sacred} Downloads
Evalai ⭐ 1,621
☁️ 🚀 📊 📈 Evaluating state of the art in AI
most recent commit 4 months ago
Benchmark_vae ⭐ 1,597
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
total releases 12most recent commit 4 months ago
Drake ⭐ 1,332
An R-focused pipeline toolkit for reproducibility and high-performance computing
dependent packages 1total releases 47most recent commit 6 months ago
Gtsummary ⭐ 892
Presentation-Ready Data Summary and Analytic Result Tables
dependent packages 14total releases 29most recent commit 4 months ago
Recsys2019_deeplearning_evaluation ⭐ 871
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.
most recent commit 2 years ago
Targets ⭐ 860
Function-oriented Make-like declarative workflows for R
most recent commit a month ago
Torch Fidelity ⭐ 820
High-fidelity performance metrics for generative models in PyTorch
dependent packages 8total releases 3most recent commit 4 months agopypi torch-fidelity} Downloads
Rrtools ⭐ 619
rrtools: Tools for Writing Reproducible Research in R
most recent commit a year ago
Labnotebook ⭐ 528
LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experiments.
most recent commit 6 years ago
Reprozip ⭐ 286
ReproZip is a tool that simplifies the process of creating reproducible experiments from command-line executions, a frequently-used common denominator in computational science.
dependent packages 6total releases 32most recent commit 5 months agopypi reprounzip} Downloads
Awesome Reproducible Research ⭐ 282
A curated list of reproducible research case studies, projects, tutorials, and media
most recent commit 6 months ago
Example Get Started ⭐ 160
Get started DVC project
most recent commit 7 months ago
Liftr ⭐ 160
🐳 Containerize R Markdown documents for continuous reproducibility
most recent commit 2 years ago
Shournal ⭐ 139
Log shell-commands and used files. Snapshot executed scripts. Fully automatic.
most recent commit 5 months ago
Steppy ⭐ 134
Lightweight, Python library for fast and reproducible experimentation 🔬
total releases 16most recent commit 5 years ago
Enmf ⭐ 109
This is our implementation of ENMF: Efficient Neural Matrix Factorization (TOIS. 38, 2020). This also provides a fair evaluation of existing state-of-the-art recommendation models.
most recent commit 3 years ago
Targets Tutorial ⭐ 90
Short course on the targets R package
most recent commit 5 months ago
Analysis Flow ⭐ 70
Data Analysis Workflows & Reproducibility Learning Resources
most recent commit 3 years ago
Gittargets ⭐ 69
Data version control for reproducible analysis pipelines in R with {targets}.
most recent commit 5 months ago
Rang ⭐ 68
🐶 (Re)constructing R computational environments
total releases 4most recent commit 4 months ago
Biosimspace ⭐ 64
Code and resources for the EPSRC BioSimSpace project.
most recent commit a year ago
Targets Shiny ⭐ 60
Example Shiny app containing a targets pipeline.
most recent commit 8 months ago
The 10 Most Depended On Reproducibility Reproducible Research Open Source Projects
Pystow ⭐ 31
👜 Easily pick a place to store data for your Python code.
dependent packages 45total releases 51latest release November 07, 2023most recent commit 6 months agopypi pystow} Downloads
Sacred ⭐ 4,152
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
dependent packages 33total releases 29latest release November 13, 2023most recent commit 3 months agopypi sacred} Downloads
Gtsummary ⭐ 892
Presentation-Ready Data Summary and Analytic Result Tables
dependent packages 14total releases 29latest release July 15, 2023most recent commit 4 months ago
Torch Fidelity ⭐ 820
High-fidelity performance metrics for generative models in PyTorch
dependent packages 8total releases 3latest release June 15, 2021most recent commit 4 months agopypi torch-fidelity} Downloads
Reproducible ⭐ 40
A set of tools for R that enhance reproducibility beyond package management
dependent packages 4total releases 34latest release November 22, 2023most recent commit 6 months ago
Moai ⭐ 47
moai is a PyTorch-based AI Model Development Kit (MDK) created to improve data-driven model workflows, design and reproducibility.
dependent packages 2total releases 40latest release October 05, 2022most recent commit 4 months agopypi moai-mdk} Downloads
Repro ⭐ 33
Repro is a library for easily running code from published papers via Docker.
dependent packages 1total releases 10latest release August 01, 2022most recent commit 2 years agopypi repro} Downloads
Drake ⭐ 1,332
An R-focused pipeline toolkit for reproducibility and high-performance computing
dependent packages 1total releases 47latest release November 06, 2023most recent commit 6 months ago
Umls_downloader ⭐ 23
Don't worry about UMLS, RxNorm, SNOMED, or SemMedDB licensing - write code that knows how to download it automatically
dependent packages 1total releases 4latest release May 13, 2022most recent commit 6 months agopypi umls-downloader} Downloads
The 10 Latest Releases In Reproducibility Reproducible Research Open Source Projects
Reproducible ⭐ 40
A set of tools for R that enhance reproducibility beyond package management
dependent packages 4total releases 34latest release November 22, 2023most recent commit 6 months ago
Sacred ⭐ 4,152
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
dependent packages 33total releases 29latest release November 13, 2023most recent commit 3 months agopypi sacred} Downloads
Pystow ⭐ 31
👜 Easily pick a place to store data for your Python code.
dependent packages 45total releases 51latest release November 07, 2023most recent commit 6 months agopypi pystow} Downloads
Drake ⭐ 1,332
An R-focused pipeline toolkit for reproducibility and high-performance computing
dependent packages 1total releases 47latest release November 06, 2023most recent commit 6 months ago
Rang ⭐ 68
🐶 (Re)constructing R computational environments
total releases 4latest release October 08, 2023most recent commit 4 months ago
Benchmark_vae ⭐ 1,597
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
total releases 12latest release September 06, 2023most recent commit 4 months ago
Gtsummary ⭐ 892
Presentation-Ready Data Summary and Analytic Result Tables
dependent packages 14total releases 29latest release July 15, 2023most recent commit 4 months ago
Moai ⭐ 47
moai is a PyTorch-based AI Model Development Kit (MDK) created to improve data-driven model workflows, design and reproducibility.
dependent packages 2total releases 40latest release October 05, 2022most recent commit 4 months agopypi moai-mdk} Downloads
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