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

   1.1k 74

2. Official PyTorch implementation of Bispectral Neural Networks, ICLR 2023

   Jupyter Notebook 26 6

3. Quantify geometric intelligence in natural and artificial brains.

   Jupyter Notebook 51 6

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

   Python 42 4

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

   Python 5 1

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

   Python 10