Graph Theory | Towards Data Science https://towardsdatascience.com/category/graph-theory/ Publish AI, ML & data-science insights to a global community of data professionals. Wed, 10 Dec 2025 18:14:13 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.3 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Graph Theory | Towards Data Science https://towardsdatascience.com/category/graph-theory/ 32 32 Spectral Community Detection in Clinical Knowledge Graphs https://towardsdatascience.com/spectral-community-detection-in-clinical-knowledge-graphs/ Fri, 12 Dec 2025 10:30:00 +0000 https://towardsdatascience.com/?p=607884 Introduction How do we identify latent groups of patients in a large cohort? How can we find similarities among patients that go beyond the well-known comorbidity clusters associated with specific diseases? And more importantly, how can we extract quantitative signals that can be analyzed, compared, and reused across different clinical scenarios? The information associated to […]

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]]> Eulerian Melodies: Graph Algorithms for Music Composition https://towardsdatascience.com/eulerian-melodies-graph-algorithms-for-music-composition/ Sun, 28 Sep 2025 14:30:00 +0000 https://towardsdatascience.com/?p=607281 Conceptual overview and an end-to-end Python implementation

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]]> Cypher Generation: The Good, The Bad and The Messy https://towardsdatascience.com/cypher-generation-the-good-the-bad-and-the-messy-4ec119dd72ea/ Mon, 29 Jan 2024 00:46:07 +0000 https://towardsdatascience.com/cypher-generation-the-good-the-bad-and-the-messy-4ec119dd72ea/ Methods for creating fine-tuning datasets for text-to-Cypher generation.

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