awesome-open-science-software
by INRIA
awesome open list of pointers about open science for software and computational science
AI summary
Experiment tools
A curated list of resources and tools supporting reproducible experiments in software development
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What's in the list
45 links in 7 sections, with live GitHub stats.activeno commit in 2y
Community
- Eclipse Science
: open source and collaboration for computational science
- Mozilla Science
is a community of researchers, developers, and librarians making research open and accessible
- Research Data Alliance
(RDA) is a community-driven organization supported by the European Commission, the United States Government's National Science Foundation and National Institute of Standards and Technology, and the Australian Government’s Department of Innovation with the goal of building the social and technical infrastructure to enable open sharing of data
- The Software Sustainability Institute
's mission is to cultivate better, more sustainable, research software to enable world-class research
- Openscience.org
supports the development of open scientific software, in particular for cheminformatics
- NumFOCUS
Open-code, better science. Non-profit organization that promotes sustainable high-level programming languages, open code development, and reproducible scientific research
Software as Experimental Tool
- Dagstuhl Workshop: Rethinking Experimental Methods in Computing (March 2016)
(organized by D. Delling, C. Demetrescu, D. Johnson, J. Vitek)
- Dagstuhl Workshop: Artifact Evaluation for Publications (Nov 2015)
(organized by B. Childers, G. Fursin, S. Krishnamurthi, A. Zeller)
- Dagstuhl Workshop: Engineering Academic Software Dagstuhl Workshop (June 2016)
(organized by C. Goble, J. Howison, C. Kirchner, O. Nierstrasz)
- Artifact evaluation (artifact-eval.org)
(maintained by ) discusses availability of experimental data and reproducibility of experiments
- The Reproducible Science Project (reproduciblescience.org)
is a joint-project by New York University, the University of California, Berkeley and the University of Washington to promote open-science
- ReScience journal
The is a peer-reviewed journal that targets computational research and encourages the explicit replication of already published research, promoting new and open-source implementations in order to ensure that the original research is reproducible
- Journal of Open Source Software - JOSS
The Journal of Open Source Software (JOSS) is a journal for research software packages. JOSS papers enable citation of research software packages with a DOI
- Streamlining the Inclusion of Computer Experiments In a Research Paper
, IEEE Computer, vol 55. no. 11, November 2018
- Depsy
helps build the software-intensive science of the future by promoting credit for software as a fundamental building block of science
- CodeMeta
The CodeMeta project proposes a way to have structured metadata for research software
code-ini
Code meta data via .ini files
Software as Research Object
- Software Heritage
project collects and preserves software. The project motivation is that "software embodies our technical and scientific knowledge and humanity cannot afford the risk of losing it." (project lead by Roberto Di Cosmo)
- tera-PROMISE
Research dataset repository specializing in software engineering research datasets
- Zenodo
operated by CERN, contains several collections about software data:
Software as Research Object / Zenodo
Software as Research Object
- Data Archiving and Networked Services - DANS
(The Netherlands)
Awesome-msr
: curated repository of software engineering data sets
- Evaluate Collaboratory
The (managed by ) is a hub for everybody interested in understanding and improving the state of practice in experimental evaluation in software science
- Github group "opensciences"
The (initiated by Tim Menzies) contains the source of , which is an "open science for software engineering portal"
- SoftwareEngineeringToolDemos
This Github group gathers software prototypes associated with software-engineering publications (maintained by and his students)
Software Support for Open Science
- IEEE DataPort
is an open repository of datasets hosted by IEEE
Dataverse
A data repository framework to share and publish research data
- Code as a Research Object
is a prototype integration between Github and figshare
- dokieli
is a client-side editor for decentralised article publishing, annotations and social interactions for science. Its is open source under the Apache License, Version 2.0. Maintained by ( ) et al
- Open Science Framework (OSF.io)
provides project management support for researchers across the entire research lifecycle. Developed by the
Anonymous Github
is a system to anonymize open-science Github repositories before referring to them in a double-blind paper submission
recipy
records provenance for Python programs
shournal
records provenance on the shell. It provides the exact command which created a given file
- codeocean
Code Ocean is a cloud-based computational reproducibility platform to run scientific code
- LabPal
is a Java library that allows you to design, control, process and package experiments that are run on a computer, and to streamline the integration of results within a research paper
- OpenChrom
is a cross-platform chromatography data analysis tool with support for both proprietary vendor formats and open alternatives to publish as FAIR data
Courses
- "Tools for reproducible research"
Swedish PhD course . It gives very good pointers
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