#
reproducibility
Repositories 212
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
python
machine-learning
infrastructure
reproducible-research
reproducibility
reproducible-science
mongodb
Python
Updated Mar 17, 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
reproducibility
high-performance-computing
r
data-science
drake
makefile
pipeline
workflow
reproducible-research
rstats
r-package
ropensci
peer-reviewed
R
Updated Mar 22, 2019
LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experime…
machine-learning
reproducibility
reproducible-research
python
postgresql
webapp
vuejs
experimental-data
postgres
experiment-manager
Jupyter Notebook
Updated Mar 31, 2018
Render bits of R code for sharing, e.g., on GitHub or StackOverflow.
R
Updated Feb 7, 2019
Open solution to the Home Credit Default Risk challenge 🏡
machine-learning
deep-learning
kaggle
pipeline
feature-engineering
reproducible-experiments
reproducibility
pipeline-framework
lightgbm
xgboost
neptune
competition
credit-scoring
credit-risk
open-source
python
python3
python35
Python
Updated Mar 19, 2019
rrtools: Tools for Writing Reproducible Research in R
r
reproducible-research
reproducibility
reproducible-science
research-project
research-paper
research-tool
reproducible-paper
research-compendium
R
Updated Feb 8, 2019
Open source production model management tool for data scientists
Workflow Description Language - Specification and Implementations
Java
Updated Mar 13, 2019
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
HTML
Updated Jul 2, 2018
An R package to enable reproducible data processing, packaging and sharing.
R
Updated Mar 14, 2019
Tools for computation on batch systems
R Package 📦 for making projects for various R activities 🔩
VisTrails is an open-source data analysis and visualization tool. It provides a comprehensive provenance infrastructu…
Github actions runner in Python (with some useful extensions!)
PLynx is a framework that makes it easy to prototype, build, and deploy complex ML pipelines.
JavaScript
Updated Mar 17, 2019
Tool for encapsulating, running, and reproducing data science projects
Python
Updated Feb 4, 2019
Lightweight, Python library for fast and reproducible experimentation 🔬
python
pipeline
data-science
machine-learning
deep-learning
steps
nlp
reproducible-research
reproducibility
steppy
steppy-library
steppy-toolkit
minimal-interface
open-source
image-processing
python3
python-library
Python
Updated Nov 23, 2018
Avoid the typical working directory pain when using 'knitr'
Implementation of SCP-010.
Scala
Updated Jun 5, 2018
Part of the Timeless Stack -- Reproducible computation. Provision a container with Rio, run something (with runc), an…
containers
formula
reproducible-builds
reproducibility
timeless
timeless-stack
snapshots
distributed
Go
Updated Nov 13, 2018
Prepare reproducible R Markdown posters
R
Updated Sep 12, 2018
RENKU (連句) is a software platform designed to foster multidisciplinary (data) science collaboration.
declarative and reproducible Jupyter environments - powered by Nix
Jupyter Notebook
Updated Mar 13, 2019
JAMA 2016; 316(22) Replication Study
deep-learning
deep-learning-algorithms
jama
retinal-fundus-photographs
replication-study
reproducibility
retinopathy
detection
Python
Updated Feb 26, 2019
This Snakemake pipeline implements the GATK best-practices workflow
HTML
Updated Mar 14, 2019