Free Energy Principle, generative models, belief sharing, formalization, and educational infrastructure.
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Karl Friston, Thomas Parr, Maxwell J. D. Ramstead, Conor Heins, Tim Verbelen
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Active Inference for, with, and by Generative AI — Python implementations of free-energy-minimizing agents integrated with modern AI tooling
Python · ⭐ 1 · Updated 2025-11
PyTorch-based Active Inference implementations — GPU-accelerated variational inference and free energy minimization
Python · ⭐ 0 · Updated 2025-10
Active Goference — production-ready Go framework for Active Inference autonomous agents; genuine variational inference, free energy minimization, POMDP policy planning via gonum
Go · ⭐ 0 · Updated 2025-09
Active Inference & Agentic Mesh — modular Python infrastructure for building agentic systems using free-energy-minimizing Active Inference principles
Python · ⭐ 1 · Updated 2025-02
Active Inference models for/of ants across 32+ programming languages — multi-language reference implementation of stigmergic Active Inference
Python · ⭐ 28 · Updated 2024
Active Inference for ants — multi-language implementations (Python) for modeling ant-colony cognition as Bayesian agents minimizing free energy
Python · ⭐ 3 · Updated 2026-04
GNN — formal notation standard for specifying Active Inference generative models; JSON/YAML schema, validators, and transpilers to Python, Julia, and MATLAB · Zenodo software
Python · ⭐ 24 · Updated 2024
Lean 4 / Mathlib4 formalization of FEP-related mathematics — 155-topic sorry-free catalog, Hermes/OpenGauss LLM drafting, zero-mock verification, manuscript pipeline · · Zenodo artifact v1.1.0 · Citation DOI
Python · ⭐ 3 · Updated 2026
Case-Enabled Reasoning Engine with Bayesian Representations for Unified Modeling — grammatical case framework for compositional cognitive models · Zenodo
Python · ⭐ 12 · Updated 2025
Cognitive modeling and simulation tools — multi-agent Active Inference environments, benchmarks, and visualization
Python · ⭐ 18 · Updated 2025
Cognitive Ecosystem Modeling Framework — Active Inference agents with Obsidian-compatible knowledge management, bidirectional graph validation, belief updating, and network visualization
Python · ⭐ 14 · Updated 2026-05
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