⚡️Data & models versioning for ML projects, make them shareable and reproducible
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
Updated Feb 3, 2019
A comparison between some VPS providers. It uses Ansible to perform a series of automated benchmark tests over the VP…
An R-focused pipeline toolkit for reproducibility and high-performance computing
☁️ 🚀 📊 📈 Evaluating state of the art in AI
LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experime…
Updated Mar 31, 2018
Render bits of R code for sharing, e.g., on GitHub or StackOverflow.
Updated Feb 7, 2019
Open solution to the Home Credit Default Risk challenge 🏡
Updated Jan 6, 2019
rrtools: Tools for Writing Reproducible Research in R
Updated Feb 8, 2019
Workflow Description Language - Specification and Implementations
Updated Feb 14, 2019
Open source production model management tool for data scientists
ReproZip is a tool that simplifies the process of creating reproducible experiments from command-line executions, a f…
project page for creating a guide to reproducible research
Updated Jul 2, 2018
Tools for computation on batch systems
An R package to enable reproducible data processing, packaging and sharing.
Updated Dec 12, 2018
VisTrails is an open-source data analysis and visualization tool. It provides a comprehensive provenance infrastructu…
R Package 📦 for making projects for various R activities 🔩
Avoid the typical working directory pain when using 'knitr'
Lightweight, Python library for fast and reproducible experimentation 🔬
Updated Nov 23, 2018
Implementation of SCP-010.
Updated Jun 5, 2018
Tool for encapsulating, running, and reproducing data science projects
Updated Feb 4, 2019
Practical Falsifiable Research
Part of the Timeless Stack -- Reproducible computation. Provision a container with Rio, run something (with runc), an…
Updated Nov 13, 2018
🐳 A Docker image builder for researchers
Prepare reproducible R Markdown posters
Updated Sep 12, 2018
RENKU (連句) is a software platform designed to foster multidisciplinary (data) science collaboration.
Reproduce research from paper "Predicting the direction of stock market prices using random forest"
Updated Apr 15, 2018
This Snakemake pipeline implements the GATK best-practices workflow
Updated Feb 8, 2019
JAMA 2016; 316(22) Replication Study
Updated Oct 9, 2018
Fast, reproducible, and portable software development environments
Updated Feb 13, 2019