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awesome-neural-geometry

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

awesome-neuro-ai-papers

Papers from the intersection of deep learning and neuroscience

deepdive

Feature extraction, dimensionality reduction, model benchmarking.

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deepnsd

Code for the deep neural network modeling of a large-scale fMRI dataset.

geomstats

Computations and statistics on manifolds with geometric structures.

giotto-tda

A high-performance topological machine learning toolbox in Python

grid-cell-modules

grid-cell-rnn

Official code for Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells (NeurIPS workshop on Symmetry and Geometry in Neural Representations, 2022)

image_registration

Python implementation of 2d and 3d image registration

netrep

Some methods for comparing network representations in deep learning and neuroscience.

neural_trefoil_animation

Animation of population dynamics following a Trefoil knot

pyflagser

Python bindings and API for the flagser C++ library (https://github.com/luetge/flagser).

pylddmm

Python Implementation of the LDDMM algorithm

s-vae-pytorch

Pytorch implementation of Hyperspherical Variational Auto-Encoders

topomodelx

Topological Deep Learning