Today, we are on a collision course between two powerful but conflicting trends. The first represents the immense reliance on intelligent decision making to provide business value, something that is enhanced and more robust with more data. The result is a growing demand for usable, high quality data. The second represents the increased emphasis on …
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This is part 2 of a two part blog post on our migration to the polyrepo. If you haven’t yet read part 1 and want some more context, you can find it here. In part 1 of this blog post, we discussed how our original polyrepo led to complicated workflows which hindered engineering productivity, why …
Introduction Our team spent years at UC Berkeley actively building open source software to support our published research. The open source software, the MC2 Project, is a platform consisting of various libraries and packages that enable secure collaborative analytics and machine learning. While building the platform we created a repository (repo) for each paper; as …
