ReInference 做什么
ReInference 开发和维护研究基础设施、软件工具和积极推断的科学知识。其研究所项目具有活跃的开发管道、开放仓库和定期的社区互动点。ReInference 将积极推断理论上的进步与具体实现、数据集和应用领域相联系。
此页面由机器翻译成中文。 查看英文原版。
研究人员、模型开发人员、工程师和贡献者正在构建主动推断软件、工具和科学知识。
反推单元
积极推断研究所的研究型组织单位。
在本页
反推单元 指南
ReInference是研究所的研究与开发部门。它承载软件项目、理论工作、应用建模、地理空间分析、知识工程以及跨学科研究，所有这些都基于Active Inference框架下。ReInference的项目从广泛使用的开源工具到专业化的研究倡议都有。
研究所项目
ReInference hosts 12 Institute-operated projects. Seven are active: AICACP, the Applied Active Inference Symposium, Generalized Notation Notation (GNN), GEO-INFER, Knowledge Engineering, the RxInfer.jl learning group, and the Theoretical Neurobiology Group. Five are archived past initiatives: Active Blockference, Cognitive Agent Modeling, FarmWorks, a Graphical Interface project, and Multiagent Modeling (Active InferAnts).
生态系统项目
ReInference 支持生态系统项目，涵盖理论神经科学、计算建模、人工智能应用和专业领域。这些包括 CogNarr、几何探究论、符号认知机器人学、模型中心认知以及十多个由社区驱动的研究项目。
参与ReInference
重新推断项目欢迎研究人员、工程师、学生和领域专家贡献。贡献方式包括编写代码、建模、运行实验、制作文档或参与研究讨论。大多数项目对新参与者开放。
关键表面
一瞥再推理单元
活跃的推断者
使用先验代码、论文和Active Inference的开发进行多代理建模。
地理推断
使用「主动推断」技术的地理空间建模。
图神经网络 (Graph Neural Network)
通用符号表示法，用于交流生成模型。
RxInfer.jl
围绕 RxInfer.jl 概率编程系统的学习和发展。
相关资源
此页的公共链接
外部链接从共享注册表解析，这样面向访问者的目的地保持集中和可检查。
Discord invite
Audience: Newcomer
Primary public community channel for conversation, coordination, and newcomer orientation.
communitydiscord
Start repository
Audience: Learner
Learning repository for getting started with Active Inference materials and pathways.
learningstart-repo
Ecosystem shortlink
Audience: Researcher
Public ecosystem shortlink for Institute context, projects, activities, and conceptual maps.
researchecosystem
GitHub organization
Audience: Developer
Public GitHub organization for Institute repositories and open-source work.
projectsgithub-org
Active InferAnts repository
Audience: Developer
Project repository for multiagent Active Inference modeling work.
projectsactive-inferants
Generalized Notation Notation repository
Audience: Developer
Generalized Notation Notation project repository for model communication.
projectsgnn
GEO-INFER repository
Audience: Developer
Geospatial modeling repository connected to ecological and bioregional applications.
projectsgeo-infer
Active Inference Journal repository
Audience: Researcher
Research and publication-oriented repository for the Active Inference Journal.
researchjournal
Active Inference livestream introduction
Audience: Learner
Public livestream surfaced from the official site.
videointrolearning
FEP and Active Inference papers repository
Audience: Researcher
External paper repository surfaced from the official research page.
papersresearchfep
Ramstead et al. Bayesian Mechanics precis (arXiv)
Audience: Researcher
Reachable arXiv reference surfaced from the official research page.
arxivresearchactive-inference
Active inference on discrete state-spaces: A synthesis (Da Costa et al., arXiv)
Audience: Researcher
Reachable arXiv reference surfaced from the official research page.
arxivresearchfoundations
官方页面
官方机构表面
ActiveInference.org landing page
Audience: Newcomer
Current public Institute landing page with mission, vision, nonprofit status, community metrics, and Get Started pathway.
officialmissionoverview
START documentation site
Audience: Learner
Public documentation for START, a tailored Active Inference research and training system.
learningcurriculumstart-repo
Projects shortlink
Audience: Contributor
Public projects shortlink for project directories and activity-linked work.
projects
Project Measurement shortlink
Audience: Contributor
Public project measurement shortlink for reporting progress and outputs.
projectsmeasurementreporting
Textbook Group shortlink
Audience: Learner
Public Textbook Group shortlink for cohort and learning-group coordination.
textbooklearning
Active Inference knowledge base
Audience: Learner
Published Active Inference knowledge base.
obsidianknowledgeactive-inference
Active Inference Ontology shortlink
Audience: Researcher
Public Active Inference Ontology shortlink for shared conceptual infrastructure.
ontologyresearch
Project Preparation shortlink
Audience: Contributor
Public Project Preparation shortlink for making proposed work legible and actionable.
projectpreparation
仓库
相关开源仓库
act_inf_metaanalysis
Audience: Researcher
Computational meta-analysis of Active Inference literature with nanopublication and knowledge-graph outputs.
researchknowledgetex
Active_Inference_Ontology
Audience: Researcher
Ontology-oriented repository for shared Active Inference concepts and decentralized science knowledge infrastructure.
researchknowledgeunclassified
ActiveBlockference
Audience: Developer
Notebook-based applied Active Inference work connected to blockchain-adjacent and generative modeling examples.
projectrepositoryjupyter-notebook
ActiveInferAnts
Audience: Developer
Python models and materials for ant-inspired multiagent Active Inference.
projectrepositorypython
ActiveInferenceCategoryTheory
Audience: Researcher
Active Inference & Category Theory
researchknowledgeunclassified
ActiveInferenceImplementations
Audience: Learner
For learning and exploring Probabilistic Inference
learningimplementationjupyter-notebook
ActiveInferenceJournal
Audience: Researcher
Public content repository for the Active Inference Journal and related publication infrastructure.
researchknowledgehtml
AEOS
Audience: Researcher
Active Entity Ontology for Science
researchknowledgeunclassified