- 👋 Hi, I’m @Achi12345
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Hi Im Achi, I work in publishing. I had a lot of discussion on a JOSS for data science. Something along the lines below. IF anyone has interest to discuss further/get involved to see something like this happen you can reach me on achidosanjh@gmail.com
The aim of this proposed publication is to provide a venue for new research results and the tools, workflows, and novel applications that made the result possible. We need some kind of integration of code/data with paper and with the peer review system. In a demo area: Can we treat code as part of paper, where the data/code is downloaded and read and graphics/simulations are run and benchmarks used to execute the algorithms. The idea is to use a series of examples (test ) across the software to help evaluate the models..a platform where datasets + code + papers can be housed to enable shared input/outputs, that allows Jupyter notebooks and the like to exist but also share full workflows (Docker, ReproZip etc) that can be reused/reproduced.