JSON++: The Symbolic Substrate for Active Data
- 📄 article
- 🏗️ design
- 🎓 tutorial
A proposal for JSON++, a grammar-extensible substrate for active data, bridging the gap between static serialization and dynamic processing.
Tag: data-structures
DAG Patch Analyzer - Prototype Application Specification
Prototype application specification for DAG-based patch analysis tool that auto-regresses Git commits into semantic operation graphs
DAG-Based Patch Format Specification
A machine-consumable patch format using directed acyclic graphs to represent code changes as semantic operations rather than line-based diffs.
Llm Knowledge Graph Proposal
date: 2025-07-06 title: “Mamba-Based Neural Knowledge Graph Integration: A Research Proposal” layout: post date: 2025-01-07 last_modified: 2025-01...
Abstract Computational Architectures on Quantum Graph Substrates: A Mathematical Framework for Non-Local Information Processing
A comprehensive mathematical framework exploring quantum computational architectures using dynamic graph substrates, introducing novel complexity classes and algorithmic approaches.
Volumetric Density Trees with Polynomial Constraints: A Novel Approach to High-Dimensional Density Modeling
Novel method for modeling probability distributions using volumetric density trees with quadratic polynomial constraints, addressing complex geometric boundaries in 2-4D spaces.
Entropy-Optimized Permutation Trees for Bijective String Transforms
Novel tree-based data structure integrating optimal coding theory with permutation algebra for entropy-adaptive string processing.
Probabilistic Decision Trees: A Cross-Entropy Approach to Joint Distribution Modeling
- 📄 article
- 📋 brainstorm
- 🔭 perspectives
- 📋 web research
Novel extension to decision tree methodology that models joint probability distributions using cross-entropy optimization between prior and posterior distributions.