Initiatives
Skip to content Initiatives Get Notion free Initiatives Initiative 01: Make science declarative. Much of the scientific software workflow is still imperative, requiring scientists to repeatedly write complex and error-prone algorithms. However, over the past decade software engineering has moved to declarative tools—Kubernetes, Docker, React, Terraform—and reaped huge benefits. Science should do the same. Declarative science would make experiments more reproducible and researchers more productive. It's a foundation for better tools, the kind that let scientists focus on ideas instead of implementation details. Tools 🏗️ Cast, parameter-driven instantiation of complex objects. 📜 Labfile, a file format for declarative orchestration of scientific experiments. 🖥️ Lab, an interactive application for managing a Labfile and scientific assets. #️⃣ Anot, a simple tool for extracting structured data from source code comments. 💬 Vyper, an extended Python syntax introducing scientific units, pr
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