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1. neurreps/awesome-neural-geometry neurreps/awesome-neural-geometry Public

   A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond

   934 62

2. bispectral-networks bispectral-networks Public

   Official PyTorch implementation of Bispectral Neural Networks, ICLR 2023

   Jupyter Notebook 21 6

3. geometric-intelligence/neurometry geometric-intelligence/neurometry Public

   Quantify geometric intelligence in natural and artificial brains.

   Jupyter Notebook 48 7

4. spectral-universality spectral-universality Public

   Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"

   Python 32 4

5. gtc-invariance gtc-invariance Public

   Official PyTorch Implementation of "A General Framework for Robust G-Invariance in G-Equivariant Networks," NeurIPS 2023

   Python 4 1

6. simple-neural-nets simple-neural-nets Public

   Learn to build neural networks from scratch, simply. No autograd, no deep learning libraries - just numpy.

   Python 10