A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.
A Python utility for analyzing a given solution to the Einstein's field equations. Built on Sympy.
Research-grade PyTorch math: differential geometry, spectral graph theory, discrete Ricci flow, simplicial topology, persistent homology, cellular sheaves, SO(3) Lie primitives, information geometry, tensor decompositions, content-addressable provenance. GPU-native, batched-first, audit-clean, cited.
Forman Ricci Curvature for Simplicial Complex.
From topology to first principles.
A Geometric Framework for Pangenome Graph Alignment via Ricci Flow
A repository of Mathematica notebooks useful in a report of mine: "A beginner's guide of weak gravity conjecture"
Python code to generate the symbols of Christofell, the Riemann tensor, Ricci and the scalar curvature for any metric.
Experimental quantitative research platform exploring geometric market signals and algorithmic trading system architecture.
Geometric market intelligence platform — Kuramoto synchronization · Ollivier-Ricci curvature · fractal dynamics · neuro-symbolic control · institutional-grade quantitative research infrastructure
Bridging numerical relativity and automatic differentiation using JAX
Investigating how formal constraints reorganize the internal routing geometry of Transformer attention graphs across model families.
This repository implements community detection on Zachary's Karate Club graph using Discrete Ricci Flow with Ollivier-Ricci curvature.
Simulation suite for “Beyond Mean Curvature: Lower-Tail Routing Structure in Controlled Hierarchical Networks”
🌌 Compute key tensors from Einstein's theory using JAX for precise numerical relativity with automatic differentiation.
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