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Active Inference

A framework for understanding perception, action, learning, cognition, and adaptive systems.

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Active Inference pathway

Start with the highest-signal public links for this page, then continue through the related resource and directory views.

Active Inference is the central scientific and practical framework around which the Institute organizes education, research, applications, and ecosystem support.

What Active Inference Provides

Active Inference connects perception, action, uncertainty, and model-based adaptation. The Institute presents it as a shared framework for scientific inquiry, engineering practice, education, and collective sensemaking.

Implementations

Implementation pathways include RxInfer.jl, PyMDP, SPM, symbolic cognitive robotics, notational tools, and domain-specific repositories. These support modeling, simulation, inference, and applied experimentation.

Key surfaces

Active Inference at a glance

Framework

A shared language for perception, action, uncertainty, and adaptive systems.

Related resources

Public links for this page

External links are resolved from the shared registry so visitor-facing destinations stay centralized and checkable.

Repository / Projects

GitHub organization

Audience: Developer

Public GitHub organization for Institute repositories and open-source work.

projectsgithub-org
Repository / Projects

GEO-INFER repository

Audience: Developer

Geospatial modeling repository connected to ecological and bioregional applications.

projectsgeo-infer

Official pages

Official Institute surfaces

Repositories

Related open-source repositories

Repository / Research

act_inf_metaanalysis

Audience: Researcher

Computational meta-analysis of Active Inference literature with nanopublication and knowledge-graph outputs.

TeX / 4 stars / updated 2026-05-04

researchknowledgetex
Repository / Research

Active_Inference_Ontology

Audience: Researcher

Ontology-oriented repository for shared Active Inference concepts and decentralized science knowledge infrastructure.

Unspecified / 14 stars / updated 2026-05-18

researchknowledgeunclassified
Repository / Projects

ActiveBlockference

Audience: Developer

Notebook-based applied Active Inference work connected to blockchain-adjacent and generative modeling examples.

Jupyter Notebook / 33 stars / updated 2026-05-27

projectrepositoryjupyter-notebook
Repository / Projects

ActiveInferAnts

Audience: Developer

Python models and materials for ant-inspired multiagent Active Inference.

Python / 29 stars / updated 2026-05-18

projectrepositorypython