Predictive Coding Python Packages

pyhgf

PyHGF: A neural network library for predictive coding

hypermnesia-mcp

Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks. Claude adds optional automatic lifecycle hooks.

neurosush

Brain-inspired AI in PyTorch: simulate spiking neural networks (LIF/AdEx, STDP, dendrites, delays) on GPU and build Thousand Brains / HTM models (spatial pooler, temporal memory, grid cells, active dendrites, predictive coding)

neuro-cortex-memory

Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks. Claude adds optional automatic lifecycle hooks.

ngclearn

NGC-Learn: Computational Neuroscience and NeuroAI in Python

zikkaron

Biologically-inspired persistent memory engine for Claude Code. 26 cognitive subsystems, Hopfield networks, predictive coding, causal discovery, successor representations, all running locally over SQLite.

akribia

One inference engine, three precision miscalibrations: an interactive model of predictive coding across autism, ADHD & PPCS. Rust + Python + a Tauri desktop app. Research tool, not diagnostic.

decepticons

Backend-neutral kernel of predictive primitives. O(n) attention is deception.

chronohorn

Family-agnostic experiment tracker and architecture-search runtime, driven by a 64-tool MCP surface.

pyromancy-ai

A Compact Library for Predictive Coding with PyTorch