Open Source Software disguised as Open Source Data Science Now, I can already hear your objection: “But I cloned tensor2tensor and BERT from GitHub, it’s already Open Sourced Data Science!” or “A lot of papers I read on arXiv have their code posted online”.The Trinity — code, pr...
We monitor data sharing attitudes and behaviours, building evidence and advocating for good data practice. Discover our latest white papers and reports: White paper: The Future of FAIR. With a wide range of opinions and commentary, this white paper looks at the real-world impact of FAIR, and...
, effectiveness, transparency, data sharing, property rights, antitrust, cybersecurity, privacy, and algorithmic bias and discrimination. These challenges especially apply to open-source software, but in the case of AI at the same time actually demonstrate the strengths provided by AI in science....
OA is the foundation for open science Open research initiatives Whitepapers Ready to publish? The Source and Springboard blogs Learn more Open access is the foundation of our support for open science As an academic publisher, open access ensures that cutting-edge research is more widely accessible...
and long-term availability. The open data initiatives encourage peer production, interactivity, and user-generated innovation, which have stimulated the sharing and distribution of information across communities and disciplines. The underlying philosophy of open government or the theory of open source gover...
OA is the foundation for open science Open research initiatives Whitepapers Ready to publish? The Source and Springboard blogs Learn more Open access is the foundation of our support for open science As an academic publisher, open access ensures that cutting-edge research is more widely accessible...
5.Open Source Data Science Resources Additional Open Source Content Auxiliary Content & Apps Data Science Getting Started Data Science is a multidisciplinary field covering at the very minimum - statistics, programming, machine learningDrew Conway's venn diagramorCheat Sheet of a Modern Data Scientist...
Open Geosciences is an open access, peer-reviewed journal publishing original research results from all fields of Earth Sciences. The aim of the journal is to become the premier source of high-quality research from all over the world. Open Geosciences is
The biomedical literature is expanding at ever-increasing rates, and it has become extremely challenging for researchers to keep abreast of new data and discoveries even in their own domains of expertise. We introduce PaperBot, a configurable, modular, open-source crawler to automatically find and ...
data and metadata, source materials, digital representations of pictorial and graphical materials and scholarly multimedia material” to be openly accessible and reusable. Starting with the Berlin Declaration, many initiatives have taken place to promote Open Science such as the EU‘s Open Science ...