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

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

Ten Years Reproducibility Challenge

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

Protwis is the backbone of the GPCRdb. The GPCRdb contains reference data, interactive visualisation and experiment design tools for G protein-coupled receptors (GPCRs).

R package to interface with OpenML

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

Open Machine Learning

An interface to subnational and national level COVID-19 data. For all countries supported, this includes a daily time-series of cases. Wherever available we also provide data on deaths, hospitalisations, and tests. National level data is also supported using a range of data sources as well as linelist data and links to intervention data sets.

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).

A curated list of awesome open source projects from Utrecht University.

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

Reproducible Bayesian data analysis pipelines with targets and cmdstanr

Implementation of SCP-010.

Short course on reproducible science: what, why, how

Workflow Description Language - Specification and Implementations

🌐 linkedresearch.org

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

Open solution to the Google AI Object Detection Challenge 🍁

Open solution to the Home Credit Default Risk challenge 🏡

Development of the R package 'Luminescence'

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

🐶 🕵️ Great Dane turned Python environment detective

Cookbook examples for the Insight Toolkit documented with Sphinx

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

DEPRECATED & Materials Moved: This sprint was to focus on brainstorming for the Joint Roadmap for Open Science Tools.

Open solution to the Santander Value Prediction Challenge 🐠

data wrangling simplicity, complete audit transparency, and at speed

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

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

My nix configuration(s), using flakes. It's my laptop, it's my servers, it's my everything, in code.

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

Capture all information throughout your model's development in a reproducible way and tie results directly to the model code!

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

Open solution to the Airbus Ship Detection Challenge

Function-oriented Make-like declarative workflows for R

A Rails application for biological ontologies

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

Experiments logging & visualization

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

Tutorial talks at the Chinese Open Science Webinar series

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

The collaboration workspace for Machine Learning

Website for the Open Scholarship Strategy

Some people that facilitate science, one way or the other

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

Prepare reproducible R Markdown posters

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

🔥 Hugo website builder, Hugo themes & Hugo CMS. No code, easily build with blocks! 创建在线课程，学术简历或初创网站。#OpenScience

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.

Data Analysis Workflows & Reproducibility Learning Resources

Examples and demos for ReproZip

🔨 Gitian Building made simpler on any Windows Debian/Ubuntu MacOS with Vagrant, lxc, and virtualbox

☁️ 🚀 📊 📈 Evaluating state of the art in AI

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

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

A list of openly available software tools for (mostly human) electrophysiology.

🔥 Hugo website builder, Hugo themes & Hugo CMS. No code, build with widgets! 创建在线课程，学术简历或初创网站。

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