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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond
| Date | Stars |
|---|---|
| 2026-07-24 | 1075 |
| 2026-07-25 | 1075 |
| 2026-07-28 | 1075 |
| 2026-07-30 | 1075 |
| 2026-08-06 | 1075 |
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# Awesome Neural Geometry [](https://github.com/neurreps/reading-list/pulls) [](https://awesome.re)   A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond, collaboratively generated on the [Symmetry and Geometry in Neural Representations](https://www.neurreps.org) Slack Workspace. This is a collaborative work-in-progress. Please contribute via PRs! [Join us on Slack!](https://communityinviter.com/apps/neurreps/join)  ## Contents - [**Educational Resources**](#resources) - [Abstract Algebra + Group Theory](#grouptheory) - [Differential Geometry + Lie Groups](#diffgeo) - [Information Geometry](#infogeo) - [Dynamics](#dynamics) - [Topology](#topology) - [Geometric Machine Learning](#gdl) - [Computational Neuroscience](#neuro-resources) - [**Datasets**](#datasets) - [**Software Libraries**](#software) - [**Conferences and Workshops**](#conferences) <br /><br /> <a name="resources" /> # Educational Resources <a name="grouptheory" /> ### Abstract Algebra + Group Theory #### Textbooks & Notes * [**Group Theory: A Primer** (2019) <br /> *Luciano da Fontoura Costa*](https://www.researchgate.net/profile/Luciano-Da-F-Costa/publication/334126746_Group_Theory_A_Primer_CDT-11/links/5da83b2f299bf1c1e4c8ffb4/Group-Theory-A-Primer-CDT-11.pdf) * [**Tensors in Computations** (2021) <br /> *Lek-Heng Lim*](https://arxiv.org/pdf/2106.08090.pdf) * [**Aspects of Harmonic Analysis and Representation Theory** (2021) <br /> *Gallier & Quaintance*](https://drive.google.com/file/d/1eK8B1UpTJTnCXV6DL4-blDaKo6XQk28r/view?usp=sharing) * [**Basic concepts of representation theory** (2013) <br /> *Amritanshu Prasad*](https://cel.archives-ouvertes.fr/cel-00963677/document) * [**Representation Theory of Finite Groups** (2012) <br /> *Bemjamin Steinberg*](https://drive.google.com/file/d/1fe1qnVAkCHEY1hn9sOvcA6Ocww66fMmP/view?usp=sharing) * [**Group Theory in a Nutshell for Physicists** (2016) <br /> *Anthony Zee*](https://press.princeton.edu/books/hardcover/9780691162690/group-theory-in-a-nutshell-for-physicists?srsltid=AfmBOorWia8EVrePMeeWPrGxmrjvr7oUqoQzmOSbqTw38izVMFnNEYdV) * [**Functions of Matrices: Theory and Computation** (2008) <br /> *Nicholas J. Higham*](https://epubs.siam.org/doi/10.1137/1.9780898717778) * [**Convex Optimization** (2004) <br /> *Stephen Boyd, Lieven Vandenberghe*](https://www.amazon.com/gp/product/0521833787/ref=ox_sc_saved_image_8?smid=ATVPDKIKX0DER&psc=1) #### Courses, Lectures, and Videos * [**Essence of Group Theory** **Beginner-Friendly* <br /> *Mathemaniac*](https://youtube.com/playlist?list=PLDcSwjT2BF_VuNbn8HiHZKKy59SgnIAeO) * [**Abstract Algebra** *Beginner-Friendly* <br /> *Socratica*](https://youtube.com/playlist?list=PLi01XoE8jYoi3SgnnGorR_XOW3IcK-TP6) * [**Euler's formula with introductory group theory** *Intuition Building* <br /> *3blue1brown*](https://www.youtube.com/watch?v=mvmuCPvRoWQ&t=648s&ab_channel=3Blue1Brown) * [**What is a Tensor?** <br /> *XylyXylyX*](https://youtube.com/playlist?list=PLRlVmXqzHjUQARA37r4Qw3SHPqVXgqO6c) * [**Representation Theory** <br /> *Math Doctor Bob*](https://youtube.com/playlist?list=PL57457844458A5A1F) * [**Category Theory for AI** <br /> *Online Course, October 2022*](https://cats.for.ai/) <br /> <a name="diffgeo" /> ### Differential Geometry + Lie Groups #### Textbooks & Notes * [**Lie Groups, Lie Algebras, and Representations** (2003) <br /> *Brian C. Hall*](https://link.springer.com/book/10.1007/978-3-319-13467-3) * [**Differ
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Nina Miolane
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Pietro Monticone · Harmonic · United States
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Quentin Barthélemy · France
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Mackenzie Weygandt Mathis · @AdaptiveMotorControlLab
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Zhmin Zhao · Software Analysis and Intelligence Lab (SAIL) & Lab on Maintenance, Construction and Intelligence of Software (MCIS) · Canada
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matched fp:5b0cf71825c3d654, topic:awesome-list, topic:papers, desc:collection of resources