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Home Blog Learn Tools Scientific Python Community developed, community owned About Fourth Developer Summit in Copenhagen – 5-7 November, 2025 2025-10-08 SPECs Scientific Python Ecosystem Coordination documents are a mechanism by which practices are discussed and propagated throughout the ecosystem. Summits At the summits, we get together both virtually and in-person to plan and do ecosystem work. Development Guide Read this community-maintained guide to learn best practices for library development. Lecture Notes Learn or teach how to use the scientific Python ecosystem with classroom-style lecture notes. Sparse Arrays One of our current focuses is on improving and maintaining the sparse array capabilities and interoperability in the ecosystem. Community Our community efforts focus on broadening participation and better coordinating volunteer efforts. About Roadmap Code of Conduct SPECs Summits Calendars Press kit Mastodon Bluesky © 2026 Scientific Python team. All rights reserved.