Active Inference Institute
Repositories list
45 repositories
fep_formal
PublicStandalone catalog of formally verified theorems spanning the Free Energy Principle, Active Inference, Bayesian Mechanics, Information Geometry, and Thermodynam…cognitive
PublicKnowledge base and Python package for discrete and continuous Active Inference: generative models, expected free energy, POMDP simulation, and an executable man…GEO_INFER
PublicGEO-INFER — a 44-module geospatial inference monorepo from the Active Inference Institute. Spatial analysis, active inference, domain modeling, agent workflows,…- Methods for specifying, checking, typing, rendering, executing, analyzing, and visualizing state space models, for Active Inference and Beyond.
institute_website
PublicStatic, multilingual public resource hub for the Active Inference Institute, served on GitHub Pages with no runtime framework, curated resource directories, and…Working_Groups
PublicActive Inference Institute Working Groups: draft Charter, Operating Procedures, and the position paper Coordinating the Field (doi:10.5281/zenodo.23066904)Journal_Utilities
PublicUtilities and Documentation for creating contents for the Active Inference JournalActiveInferenceJournal
PublicTranscripts, metadata, captions, and translations from the Active Inference Institute's video library — a structured, source-namespaced dataset generated by Jou…COGANT
PublicDeterministically translates Python, JavaScript, and TypeScript codebases into Active Inference GNN (Generalized Notation Notation) state-space models, with a r…Active_InferAnts
PublicMulti-language Active Inference framework combining ant-colony-optimization-inspired multi-agent simulation with variational message passing, implemented across…Start
PublicAI-powered system for generating personalized Active Inference and Free Energy Principle curricula, combining live research (Perplexity) with content generation…Research-Discovery-Engine
Public templateResearch prototypes for exploring scientific knowledge as structured, connected information: a React/TypeScript knowledge-graph frontend, a Python network-analy…policy_entanglement
PublicTunable mean-field deformation framework for multi-stream policy ensembles in active inference, with a machine-checked Lean 4 boundary, pymdp POMDP simulations,…Active_Fedference
PublicRobust federated Active Inference research project connecting FedGVI-style generalized variational inference (discrete-categorical) to Friston et al's federated…Biofirm
PublicInstallable Python package for reproducible ecological control, bioregion research, and auditable decision analysis, with a pymdp active-inference controller fo…- A controlled vocabulary of 429 Active Inference and Free Energy Principle terms, published as a structured, versioned source with deterministic JSON/CSV exports…
CEREBRUM
PublicCEREBRUM: Case-Enabled Reasoning Engine with Bayesian Representations for Unified Modelingpymdp
PublicA Python implementation of active inference for Markov Decision Processescourses
PublicOpen 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…aii-org
PublicActive Inference Institute organizational website.AEOS
PublicA portable, forkable ontology for modeling active and informational entities, roles, affordances, states, and interaction motifs across scientific ecosystems, w…on_policy_distillation
PublicOn-Policy Distillation formalized as Active Inference in finite variational models: reverse-KL free energy, student-induced sampling, a two-agent pymdp classroo…Active_Skillference
PublicA high-integrity micro-learning platform for Active Inference and the Free Energy Principle: a validated prerequisite graph whose every quantitative claim is pr…ActiveBlockference
PublicCPU-oriented Python library for discrete Active Inference experiments in radCAD and cadCAD: deterministic grid worlds, multi-agent transitions, generative-model…ATLAS
PublicAdaptive Thinking and Learning Architecture System: a question-oriented knowledge management framework with entities, patterns, a graph-backed query engine, and…Garden-of-Iris
PublicExperimental toolkit for Iris, a collective-intelligence language model trained on community contributions tagged via the FourThought dialectic (prediction, ref…fundamentals
PublicUnofficial repo for materials and code related to "Fundamentals of Active Inference" (Namjoshi 2026).act_inf_metaanalysis
PublicA computational meta-analysis of the Active Inference literature. An automated LLM pipeline extracts assertions from 849 papers across theory, tools, and domain…ants
PublicMDP-based active-inference simulation of ant-colony foraging in a T-maze: code for the "Active Inferants" paper (Friedman, Tschantz, Ramstead, Friston & Constan…
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