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recent bookmarks from jmReproducible research: Stripe’s approach to data science2016-11-24T20:53:20+00:00
https://stripe.com/blog/reproducible-research
jmReproducibility makes data science at Stripe feel like working on GitHub, where anyone can obtain and extend others’ work. Instead of islands of analysis, we share our research in a central repository of knowledge. This makes it dramatically easier for anyone on our team to work with our data science research, encouraging independent exploration.
We approach our analyses with the same rigor we apply to production code: our reports feel more like finished products, research is fleshed out and easy to understand, and there are clear programmatic steps from start to finish for every analysis.
]]>stripe coding data-science reproducability science jupyter notebooks analysis data experimentshttps://pinboard.in/https://pinboard.in/u:jm/b:221d13364090/