586 Open source projects that are alternatives of or similar to reproducible

Function-oriented Make-like declarative workflows for R

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

Presentation-Ready Data Summary and Analytic Result Tables

rrtools: Tools for Writing Reproducible Research in R

Reproducible Data Science in Python (SciPy 2019 Tutorial)

LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experiments.

R Package 📦 for initializing projects for various R activities 🔩

Short course on the targets R package

Software Papers as Software Modules: Towards a Culture of Reusable Results

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

Unofficial Implementation of ECANets (CVPR 2020) for the Reproducibility Challenge 2020.

Lightweight, Python library for fast and reproducible experimentation 🔬

ukbREST: efficient and streamlined data access for reproducible research of large biobanks

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.

project page for creating a guide to reproducible research

ReproZip is a tool that simplifies the process of creating reproducible experiments from command-line executions, a frequently-used common denominator in computational science.

⛔ ARCHIVED ⛔

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

Examples and demos for ReproZip

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.

Curated set of transformers that make your work with steppy faster and more effective 🔭

☁️ 🚀 📊 📈 Evaluating state of the art in AI

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

An R package for storing and retrieving data.frames in git repositories.

Coding Standards for the USC Biostats group

Deploy a BinderHub from scratch on Microsoft Azure

A minimal example data analysis project with the targets R package

An R package to enable reproducible data processing, packaging and sharing.

Short course on reproducible science: what, why, how

Example workflows for the drake R package

🚀 Build and manage real-life data science projects with ease!

creating optimal conditions for reproducibility

Open solution to the Google AI Object Detection Challenge 🍁

NOTE: This repo is archived. Please see https://github.com/benmarwick/rrtools for my current approach

Android application to participate in experiment crowdsourcing (such as workload crowd-benchmarking and crowd-tuning) using Collective Knowledge Framework and open repositories of knowledge:

Humane encryption

Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

Papers with code for single cell related papers

📊 Analysis, Seriation and Visualization of Archaeological Count Data

Synchronize your working directory efficiently to a remote place without committing the changes.

Psychometric meta-analysis toolkit

Collective Knowledge web extension to browse CK repositories, visualize interactive graphs and articles, render CK-based websites, implement simple web services with JSON API (for example to crowdsource experiments or unify access to DNN). Demos of interactive articles, graphs and crowdsourced experiments:

R wrapper for antiword utility

🗾 Create Japansese Administration Area Maps

Store sensitive data such as API tokens

R library to access species interaction data of http://globalbioticinteractions.org

Helper functions for brmsfit objects (DEPRECATED)

R package to position animals with solar geolocation archival tags

Bring a functional programming mindset to R Markdown document generation

⛔ ARCHIVED ⛔ R package for the Geoparser.io API

The Organization lesson for the Reproducible Science Curriculum

Collective Knowledge extension with unified and customizable benchmarks (with extensible JSON meta information) to be easily integrated with customizable and portable Collective Knowledge workflows. You can easily compile and run these benchmarks using different compilers, environments, hardware and OS (Linux, MacOS, Windows, Android). More info:

ParamHelpers Next Generation

R interface to the fishbase.org database

Generate geographic and non-geographic map tiles from R

Easier CUSUM control charts. Returns simple CUSUM statistics, CUSUMs with control limit calculations, and function to generate faceted CUSUM Control Charts

Download Logs from the RStudio CRAN Mirror

✈️ ☀️ R package for accessing ASOS data via the Iowa Environment Mesonet ☁️ ✈️

A builder for LaTeX, knitr, literate Agda, literate Haskell and Pweave that automatically builds dependencies.

R package providing fast nearest neighbour search (wraps ANN library)