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			<title>TopoX: A Suite of Python Packages for Machine Learning on Topological Domains</title>
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			<namePart type="family">Maosheng Yang</namePart>
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			<namePart type="family">Olga Zaghen</namePart>
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			<dateIssued>2024</dateIssued>
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		<abstract>We introduce TopoX, a Python software suite that provides reliable and user-friendly building blocks for computing and machine learning on topological domains that extend graphs: hypergraphs, simplicial, cellular, path and combinatorial complexes. TopoX consists of three packages: TopoNetX facilitates constructing and computing on these domains, including working with nodes, edges and higher-order cells; TopoEmbedX provides methods to embed topological domains into vector spaces, akin to popular graph-based embedding algorithms such as node2vec; TopoModelx is built on top of PyTorch and offers a comprehensive toolbox of higher-order message passing functions for neural networks on topological domains. The extensively documented and unit-tested source code of TopoX is available under MIT license at this https URL.</abstract>
		<note>HUPBA;MILAB</note>
		<note>exported from refbase (http://refbase.cvc.uab.es/show.php?record=4021), last updated on Fri, 14 Jun 2024 10:54:18 +0200</note>
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			<url>https://arxiv.org/abs/2402.02441</url>
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		<identifier type="uri">https://arxiv.org/abs/2402.02441</identifier>
		<identifier type="local">Admin @ si @ HPF2024</identifier>
		<genre>miscellaneous</genre>
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