Predictive Coding Python Packages

pyhgf

PyHGF: A neural network library for predictive coding

neuro-cortex-memory

Persistent memory for Claude Code — 41 neuroscience papers, 26 biological mechanisms with paper-bearing per-mechanism ablation evidence (E1 v3). LongMemEval R@10 98.4% / MRR 0.9124 (n=500). LoCoMo R@10 94.2% / MRR 0.8278 (n=1986). BEAM-10M +33.4% over flat retrieval. PostgreSQL + pgvector. Verified via 31-row two-benchmark ablation campaign.

decepticons

A backend-neutral kernel of predictive primitives for descendant systems. O(n) attention is deception.

ngclearn

Simulation software for building and analyzing computational neuroscience models, brain-inspired computing systems, and NeuroAI agents.

zikkaron

Biologically-inspired persistent memory engine for Claude Code

chronohorn

Family-agnostic experiment tracker and architecture-search runtime for predictive descendants.

pyromancy-ai

A Compact Library for Predictive Coding with PyTorch