lrnzgiusti/awesome-topological-deep-learning
A curated list of topological deep learning (TDL) resources and links.
This resource provides a curated list of research papers, code repositories, and presentations related to Topological Deep Learning (TDL). It helps machine learning researchers and practitioners explore cutting-edge methods that incorporate topological principles into neural networks. You get access to a comprehensive collection of TDL tools and resources, enabling you to understand and apply these advanced techniques in your own research or applications.
275 stars.
Use this if you are a machine learning researcher or practitioner interested in exploring and implementing advanced deep learning models that leverage topological data structures to analyze complex, non-Euclidean data.
Not ideal if you are looking for an out-of-the-box software solution or a tutorial for basic deep learning concepts.
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Oct 20, 2025
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