163 Open source projects that are alternatives of or similar to Reproducible Research

Collective Knowledge framework (CK) helps to organize black-box research software as a database of reusable components and micro-services with common APIs, automation actions and extensible meta descriptions. See real-world use cases from Arm, General Motors, ACM, Raspberry Pi foundation and others:

A collection of portable workflows, automation recipes and components for MLOps in a unified CK format. Note that this repository is outdated - please check the 2nd generation of the CK workflow automation meta-framework with portable MLOps and DevOps components here:

an initiative to provide infrastructure for reproducible workflows around open data

Open Science, Open Data, Open Source

Cookbook examples for the Insight Toolkit documented with Sphinx

rrtools: Tools for Writing Reproducible Research in R

Presentation-Ready Data Summary and Analytic Result Tables

Open solution to the Home Credit Default Risk challenge 🏡

A toolkit for reproducible reinforcement learning research.

Say the magic word 😸

Open source production model management tool for data scientists

Research. Shared.

automated reaction profile generation

Anonymous Github is a proxy server to support anonymous browsing of Github repositories for open-science code and data.

Reproduce research from paper "Predicting the direction of stock market prices using random forest"

Source code for the CERN Open Data portal

Manuscript describing open collaborative writing with Manubot

Software development bot that automatically repairs build failures on continuous integration. Join the bot revolution! 🌟🤖🌟💞

Kubernetes Helm Charts for the Center for Open Science

Catalyst.Segmentation

This repository contains the code to generate predictions of critical violations at food establishments in Chicago. It also contains the results of an evaluation of the effectiveness of those predictions.

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

ML project template facilitating both research and production phases.

Example workflows for the drake R package

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

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

Render bits of R code for sharing, e.g., on GitHub or StackOverflow.

TensorHub is a library built on top of TensorFlow 2.0 to provide simple, modular and repeatable abstractions to accelerate deep learning research.

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

R package to interface with OpenML

Open Machine Learning

Our discussion forum (see "issues") for the OpenCon Do-A-Thon, a day of trying, making, testing and doing to advance Open Research & Education. See our full website, with more information (including Github Help, and how to get involved).

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

Implementation of SCP-010.

Workflow Description Language - Specification and Implementations

🦉Data Version Control | Git for Data & Models | ML Experiments Management

Module 5: Open Research Software and Open Source

Execute and document benchmarks reproducibly.

Anahita is a platform and framework for developing open science and knowledge sharing applications on a social networking foundation.

Open solution to the Santander Value Prediction Challenge 🐠

Interactive Jupyter widgets to visualize images, point sets, and meshes in 2D and 3D

dcmjs is a javascript cross-compile of dcmtk (dcmtk.org).

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

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

Function-oriented Make-like declarative workflows for R

A publicly-editable collection of open science resources, including tools, datasets, meta-resources, etc.

Github mirror of https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb

This is the development home of the workflow management system Snakemake. For general information, see

Website for the Open Scholarship Strategy

awesome open list of pointers about open science for software and computational science

3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)

Reproducible Data Science in Python (SciPy 2019 Tutorial)

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.

Examples and demos for ReproZip

☁️ 🚀 📊 📈 Evaluating state of the art in AI

A set of tools for R that enhance reproducibility beyond package management

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

VisTrails is an open-source data analysis and visualization tool. It provides a comprehensive provenance infrastructure that maintains detailed history information about the steps followed and data derived in the course of an exploratory task: VisTrails maintains provenance of data products, of the computational processes that derive these products and their executions.

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

Metadata and website for the Open Bio Ontologies Foundry Ontology Registry