Active Inference Institute
Popular repositories Loading
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ActiveInferenceJournal
ActiveInferenceJournal PublicTranscripts, metadata, captions, and translations from the Active Inference Institute's video library — a structured, source-namespaced dataset generated by Journal-Utilities.
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fundamentals
fundamentals PublicUnofficial repo for materials and code related to "Fundamentals of Active Inference" (Namjoshi 2026).
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Generalized_Notation_Notation
Generalized_Notation_Notation PublicMethods for specifying, checking, typing, rendering, executing, analyzing, and visualizing state space models, for Active Inference and Beyond.
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ActiveBlockference
ActiveBlockference PublicCPU-oriented Python library for discrete Active Inference experiments in radCAD and cadCAD: deterministic grid worlds, multi-agent transitions, generative-model helpers, and fail-closed validation.
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Active_InferAnts
Active_InferAnts PublicMulti-language Active Inference framework combining ant-colony-optimization-inspired multi-agent simulation with variational message passing, implemented across 50 programming languages for researc…
Repositories
- pymcp Public
Exposes the PyMDP active-inference library to AI agents and applications over the Model Context Protocol and a plain REST API: build generative models, infer states and policies, and simulate agents in environments
- Generalized_Notation_Notation Public
Methods for specifying, checking, typing, rendering, executing, analyzing, and visualizing state space models, for Active Inference and Beyond.
- policy_entanglement Public
Tunable mean-field deformation framework for multi-stream policy ensembles in active inference, with a machine-checked Lean 4 boundary, pymdp POMDP simulations, and closed-form entanglement decomposition of variational free energy
- active_inference_language_model Public
AILM: a fully explicit discrete language stack in pymdp, letters through document position, with a gate-audit method that binds every number to a recorded run.
- COGANT Public
Deterministically translates Python, JavaScript, and TypeScript codebases into Active Inference GNN (Generalized Notation Notation) state-space models, with a reverse synthesizer that reconstructs runnable code from a GNN bundle.
- courses Public
Open curriculum for Active Inference education, K-12 through PhD, with 14 level-adapted courses on a shared Free Energy Principle spine plus a Python publishing engine and YouTube transcript archive.
- fep_formal Public
Standalone catalog of formally verified theorems spanning the Free Energy Principle, Active Inference, Bayesian Mechanics, Information Geometry, and Thermodynamics.
- Active_InferAnts Public
Multi-language Active Inference framework combining ant-colony-optimization-inspired multi-agent simulation with variational message passing, implemented across 50 programming languages for research and benchmarking.
- active_fractal_rabbit Public
Closed-loop active-inference research scaffold analyzing synthetic sporadic waypoint data with a pinned FractalRabbit simulator and a real pymdp JAX agent, plus a reproducible manuscript and audit pipeline.
- on_policy_distillation Public
On-Policy Distillation formalized as Active Inference in finite variational models: reverse-KL free energy, student-induced sampling, a two-agent pymdp classroom, and machine-checked reproducible manuscript artifacts.
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