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30 lines (30 loc) · 1.08 KB
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cff-version: 1.2.0
title: "TORIS — Topological Relational Inference System"
message: "If you use TORIS or build on its architecture, please cite it."
type: software
authors:
- family-names: Sharma
given-names: Chandandeep
email: me@chandanofficial.com
abstract: >-
TORIS is a ground-up computational substrate for machine reasoning that
replaces the artificial neuron with the typed Relator, the Euclidean vector
space with a context-adaptive Relational Field, and backpropagation with a
local topological Surprise Gradient. It holds contradictions as productive
tension rather than averaging them away, warps its own topology toward a Goal
Manifold, and grounds its surprise metric in algebraic topology and the
partition theory of Ramanujan.
version: "1.0.0"
date-released: "2026-06-08"
license: LicenseRef-Research-Only
repository-code: "https://github.com/infinitule/TORIS"
url: "https://infinitule.github.io/TORIS/"
keywords:
- relational inference
- topological
- machine reasoning
- knowledge graph
- predictive coding
- non-euclidean
- Ramanujan
- surprise