Shypd.aiThe largest open index of AI toolsawesome-neural-geometry is an Open Source Research & Education tool that curates resources on the geometry of representations in the brain and deep networks. It provides a collaborative collection of research papers, textbooks, and software libraries.
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awesome-neural-geometry is a comprehensive, curated collection of resources and research focused on the geometry of representations within the brain, deep neural networks, and related fields. This open-source repository, collaboratively generated on the Symmetry and Geometry in Neural Representations Slack Workspace, includes educational materials like textbooks, notes, courses, and videos covering topics such as Abstract Algebra, Differential Geometry, Information Geometry, Dynamics, Topology, and Geometric Machine Learning. It also lists computational neuroscience resources, datasets, software libraries like Geomstats and E3NN, and relevant conferences and workshops. The project is a work-in-progress and actively encourages contributions via pull requests.
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