Single-pass Adaptive Image Tokenization for Minimum Program Search | What's the Kolmogorov Complexity of an Image?

Python implementation of block decomposition method for approximating algorithmic complexity

Repository for the Online Algorithmic Complexity Calculator

Repository for the Online Algorithmic Complexity Calculator

An Algorithmic Information Theory Library (And Information-theory broadly); Implements numerous approximations, estimations, as well as a comprehensive MC-AIXI Agent platform.

Official code repository for ICML'23 paper On the Complexity of Bayesian Generalization.

Algorithmic Information Dynamics with the R Language

Introducing Lossless Agentic Compression. We introduce a method, and codebase, for losslessly compressing files using AI Agents, and explore the implications that come with this. Furthermore, we propose a definition and generalizable measure of intelligence, extending classic works.

An agent that searches for novel quantum universal gate set

Visualizing Quantum Circuit Probability

Informational interpretation of quantum mechanics, gravity, and cosmology based on coherence-driven compression. Includes a falsifiable adaptive-interference protocol.

Python implementation of block decomposition method for approximating algorithmic complexity

A small program to explore Normalized Web Distance (NWD) with NCD

Complete Implementation of Matt Mahoneys paper: "A Proposed Design for Distributed Artificial General Intelligence", Version 2.2. P2P Competitive Message Routing via approximated Kolmogorov Complexity.

Capture the Heap state at specified intervals, and measure the compressed size thereof.

Algorithmic Information Theory Project - Reduce complexity with prime numbers

Algorithmic Information Theory by G. J. Chaitin 1987

🎄 A compression-based measure of mutual information between strings.