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84 строки
3.5 KiB
Markdown
84 строки
3.5 KiB
Markdown
# Concept Documentation
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---
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title: Concept Documentation
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type: index
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status: stable
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created: 2024-02-06
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tags:
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- concepts
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- documentation
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- cognitive_modeling
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semantic_relations:
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- type: implements
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links: [[knowledge_organization]]
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- type: relates
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links:
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- [[../guides/ai_documentation_style]]
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- [[../guides/content_management]]
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---
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## Overview
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This directory contains foundational concepts and theoretical documentation for the cognitive modeling system. While the [[knowledge_base/cognitive/cognitive_science|Cognitive Science Knowledge Base]] contains the comprehensive cognitive science theory, this directory focuses on the implementation and documentation aspects of these concepts.
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## Core Concepts
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### Theoretical Foundations
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- [[knowledge_base/cognitive/free_energy_principle|Free Energy Principle]] - Core theoretical foundation
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- [[knowledge_base/cognitive/active_inference|Active Inference]] - Computational framework
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- [[knowledge_base/cognitive/predictive_processing|Predictive Processing]] - Information processing model
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- [[knowledge_base/cognitive/cognitive_phenomena|Cognitive Phenomena]] - Comprehensive phenomena catalog
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### Mathematical Foundations
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- [[knowledge_base/mathematics/variational_calculus|Variational Calculus]] - Mathematical optimization
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- [[knowledge_base/mathematics/information_theory|Information Theory]] - Information processing
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- [[knowledge_base/mathematics/optimal_control|Optimal Control]] - Control theory
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- [[knowledge_base/mathematics/differential_geometry|Differential Geometry]] - Geometric methods
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### Implementation Concepts
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- [[model_architecture]] - System architecture overview
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- [[belief_updating]] - Belief update mechanisms
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- [[action_selection]] - Action selection processes
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- [[state_estimation]] - State estimation methods
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### Documentation Framework
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- [[plain_text_benefits]] - Benefits of plain text documentation
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- [[machine_readability]] - Machine processing and automation
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- [[research_education]] - Research and educational applications
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## Knowledge Organization
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### Documentation Structure
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- [[knowledge_organization]] - Knowledge base organization
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- [[documentation_standards]] - Documentation guidelines
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- [[linking_patterns]] - Documentation linking patterns
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### Version Control
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- [[git_workflow]] - Git-based version control
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- [[collaboration_patterns]] - Team collaboration
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- [[change_management]] - Managing system changes
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### Machine Learning
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- [[model_training]] - Training procedures
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- [[transfer_learning]] - Knowledge transfer
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- [[model_evaluation]] - Evaluation methods
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## Integration Points
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### Theory Integration
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- [[knowledge_base/cognitive/cognitive_science|Cognitive Science]] - Theoretical foundations
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- [[knowledge_base/mathematics/optimization_theory|Optimization Theory]] - Mathematical methods
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- [[knowledge_base/mathematics/probability_theory|Probability Theory]] - Statistical foundations
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### Implementation Integration
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- [[docs/guides/implementation_guides|Implementation Guides]] - Development guides
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- [[docs/api/api_documentation|API Documentation]] - API reference
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- [[docs/examples/usage_examples|Usage Examples]] - Code examples
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### Research Integration
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- [[docs/research/research_documentation|Research Documentation]] - Research materials
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- [[knowledge_base/mathematics/active_inference_pomdp|Active Inference POMDP]] - Mathematical framework
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- [[docs/guides/experiment_design|Experiment Design]] - Experimental methods
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## Contributing
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See [[../templates/concept_template|Concept Template]] for creating new concept documentation. |