Exact(1)
Despite being a defining feature of science, reproducibility is more an assumption than a practice in the present scientific ecosystem (Collins, 1985; Schmidt, 2009).
Similar(59)
Bose Scholars exchange programs, reckons "it will take another decade to remodel national research infrastructure and create scientific ecosystems that are comparable to what one has access to at most R1 research institutions in the U.S". Brockmann and his students explore the neural basis and evolution of honeybee dance communication.
The modularity of the Scientific Python ecosystem may be confusing at first sight, but the core modules of this ecosystem are almost perfectly compatible, thanks to the shared use of NumPy arrays and common development practices (although they are developed in parallel by different teams).
Fig. 1 scikit-image and the Scientific Python ecosystem.
NumPy arrays are the cornerstone of the Scientific Python ecosystem, and of scikit-image operations in particular.
scikit-image users benefit from a rich scientific Python ecosystem that contains many powerful libraries for tasks such as visualization or machine learning.
The User Guide explains in particular "big picture," foundational aspects of scikit-image, such as its use of NumPy arrays as images, or how the package interacts with other parts of the scientific Python ecosystem.
In order to gain experience with the ActivePapers approach in practice, a second implementation was developed for the Scientific Python ecosystem.
The Scientific Python ecosystem provides a large choice of libraries that can be used within these constraints, and the Python language is already very popular for scientific computing, making the ActivePapers Python edition a good vehicle for testing the ActivePapers approach on real research projects.
Lay respondents are usually unfamiliar with the implications of scientific descriptions of ecosystem functioning.
Therefore, the concept of territory is usually closest to the scientific notion of "ecosystem" than to the western concept of "land".
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