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        <title>Marimo as the successor to Jupyter Notebook – Mateusz Konat – P.I.W.O. 2026</title>
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        <description>Jupyter Notebooks are a cornerstone of data science, but they come with well-documented flaws: hidden states, version control nightmares, and reproducibility issues. In this talk, I introduce marimo, a next-generation reactive Python notebook. I will explore how marimo solves these pain points by using Directed Acyclic Graphs (DAGs) for real-time interactivity, storing notebooks as pure Python for git-friendliness, and embedding dependency metadata for one-click reproducibility. Speaker: Mateusz Konat15th P.I.W.O. Poznań Free Software Fest (2026) 📌 Faculty of Mathematics and Computer Science, Adam Mickiewicz University in Poznań 📅 May 30, 2026 Homepage: https://piwo.sh</description>
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