neurreps/awesome-neural-geometry
A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond
This collection helps researchers and practitioners explore the mathematical concepts behind how information is structured in brains and deep learning systems. It provides a curated list of educational materials, datasets, and software libraries. The resource is ideal for computational neuroscientists, machine learning researchers, and mathematicians interested in the geometric properties of data and neural networks.
1,051 stars.
Use this if you are a researcher or advanced student looking for structured resources to understand and apply geometric principles in neuroscience or artificial intelligence.
Not ideal if you are looking for an introductory guide to deep learning or a quick-start coding tutorial without a strong mathematical foundation.
Stars
1,051
Forks
72
Language
—
License
—
Category
Last pushed
Feb 24, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/neurreps/awesome-neural-geometry"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
lmcinnes/umap
Uniform Manifold Approximation and Projection
pyRiemann/pyRiemann
Machine learning for multivariate data through the Riemannian geometry of positive definite...
geomstats/geomstats
Computations and statistics on manifolds with geometric structures.
higra/Higra
Hierarchical Graph Analysis
pavlin-policar/openTSNE
Extensible, parallel implementations of t-SNE