A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.
Real Time Channel Vocoder in Python
This repository is associated with the paper: “A Poset-Based Approach to Curvature of Hypergraphs”
Code for publication: Hypergraph Geometry Reflects Higher-Order Dynamics in Protein Interaction Networks; Kevin A. Murgas, Emil Saucan, Romeil Sandhu; Scientific Reports (2022)
曲率认知场的实验层。把「场 / 曲率 / 分歧焦点 / 遗忘」换成可算出、并且能算错的量：22 条 B-D 否证检查，成立与否一并记录在案。读上游 Scaffold 语料的 nodes/，一个字节都不写。 | The experiment layer of a curvature-based cognitive field: metaphors turned into computable — and falsifiable — quantities.
Investigating how formal constraints reorganize the internal routing geometry of Transformer attention graphs across model families.
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