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Science Corporation
- San Francisco, CA
- sophiasanborn.com
- @naturecomputes
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neurreps/awesome-neural-geometry
neurreps/awesome-neural-geometry PublicA curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond
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bispectral-networks
bispectral-networks PublicOfficial PyTorch implementation of Bispectral Neural Networks, ICLR 2023
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geometric-intelligence/neurometry
geometric-intelligence/neurometry PublicQuantify geometric intelligence in natural and artificial brains.
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spectral-universality
spectral-universality PublicOfficial PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"
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gtc-invariance
gtc-invariance PublicOfficial PyTorch Implementation of "A General Framework for Robust G-Invariance in G-Equivariant Networks," NeurIPS 2023
Python 3
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simple-neural-nets
simple-neural-nets PublicLearn to build neural networks from scratch, simply. No autograd, no deep learning libraries - just numpy.
Python 8
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