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sublinear-time-solver

Active·★ 80·MIT·Updated 2026-05-23
★ Trending★ Multi-Agent★ Observability

Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. Exposes Neumann series, push, and hybrid random-walk algorithms with npm/npx CLI and Flow-Nexus HTTP streaming for swarm cost propagation and verification.

This is the Ultimate Mathematical & AI Toolkit, providing sublinear algorithms, consciousness exploration, psycho-symbolic reasoning, and temporal prediction in one unified MCP interface. It is WASM-accelerated and features emergent behavior analysis for high-performance computing and AI applications.

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#asymmetric-matrices#conjugate-gradient-method#diagonally-dominant#distributed-solvers#edge-computing-algorithms#graph-laplacian#iterative-solvers#mcp-servers
$ Install
$ npm install -g sublinear-time-solver
↗ Visit site★ GitHub
01

Features

01TRUE O(log n) sublinear algorithms with Johnson-Lindenstrauss dimension reduction
02Consciousness exploration using Integrated Information Theory (IIT) with cryptographic proof
03Psycho-symbolic reasoning with dynamic domain detection and knowledge graph construction
04Up to 600x speedup over traditional solvers with WASM acceleration and auto-method selection
0540+ unified MCP tools for mathematical, AI, and real-time applications
02

Compatibility

Rust
Rust native
Verified via docs
WebAssembly
WASM accelerated
Verified via docs
Node.js
Node.js runtime
Verified via docs
TypeScript
TypeScript support
Verified via docs
03

Quick start

1
$ npm install -g sublinear-time-solver
04

Use cases

↳AI research and creative algorithm discovery
↳High-performance scientific computing and optimization
↳Real-time network analysis and PageRank computation
05

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Related searches

sublinear-time-solver AlternativesBest Multi-Agent Tools 2026Open Source Multi-Agentsublinear-time-solver Tutorialsublinear-time-solver Vs Competitorsasymmetric-matricesconjugate-gradient-methoddiagonally-dominant

Comments

Log in to leave a comment
  • B
    Blake AndersonMay 6, 2026

    Rust + WASM sublinear solver is a niche but impressive performance engineering achievement

  • J
    Jordan JacksonApr 24, 2026

    Used for large sparse system solving in scientific computing workflows

  • S
    Shawn WilsonApr 18, 2026

    The algorithmic approach to asymmetric systems is well-documented in the codebase

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1w ago
StatusActive
LicenseMIT
CategoryMulti-Agent
Trend (30d)
+3.2↑ 0.7%
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