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232 строки
3.7 KiB
Markdown
232 строки
3.7 KiB
Markdown
---
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title: AI Concept Template
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type: template
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status: stable
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created: 2024-02-12
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tags:
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- template
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- concept
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- ai
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semantic_relations:
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- type: implements
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links: [[../guides/documentation_standards]]
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- type: relates
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links:
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- [[template_guide]]
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- [[guide_template]]
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---
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# AI Concept Template
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## Overview
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This template provides a standardized structure for documenting AI and cognitive modeling concepts in the framework.
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## Template Structure
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### Basic Template
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```markdown
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---
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title: ${concept_name}
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type: concept
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status: draft
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created: ${date}
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tags:
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- concept
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- ai
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- ${specific_tags}
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semantic_relations:
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- type: implements
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links: []
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- type: extends
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links: []
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- type: relates
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links: []
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---
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# ${concept_name}
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## Overview
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Brief description of the AI concept.
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## Theoretical Foundation
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### Background
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Core theoretical background and principles.
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### Mathematical Framework
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Mathematical formulation and notation.
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### Key Components
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Essential elements and mechanisms.
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## Implementation
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### Architecture
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System architecture and components.
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### Algorithms
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Key algorithms and methods.
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### Data Structures
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Important data structures and representations.
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## Applications
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### Use Cases
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Primary applications and scenarios.
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### Examples
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Implementation examples.
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### Limitations
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Known limitations and constraints.
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## Integration
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### Dependencies
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Required components and dependencies.
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### Interfaces
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API and integration points.
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### Configuration
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Configuration options and parameters.
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## Validation
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### Testing Approach
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Validation methodology.
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### Metrics
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Performance metrics and evaluation.
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### Benchmarks
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Standard benchmarks and results.
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## Related Concepts
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- [[related_concept_1]]
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- [[related_concept_2]]
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```
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## Usage Guidelines
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### Required Sections
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1. Overview
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2. Theoretical Foundation
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3. Implementation
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4. Applications
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5. Integration
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6. Validation
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7. Related Concepts
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### Optional Sections
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1. Advanced Topics
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2. Research Directions
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3. Historical Context
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4. Future Work
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### Metadata Fields
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1. Title
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2. Type
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3. Status
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4. Created Date
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5. Tags
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6. Semantic Relations
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## Best Practices
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### Content Guidelines
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1. Clear explanations
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2. Mathematical precision
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3. Code examples
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4. Visual diagrams
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5. Reference citations
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### Writing Style
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1. Technical accuracy
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2. Logical flow
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3. Consistent terminology
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4. Clear examples
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5. Proper citations
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### Link Management
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1. Relevant links
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2. Bidirectional links
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3. Hierarchical structure
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4. Cross-references
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## Template Variables
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### Required Variables
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- ${concept_name} - Name of the concept
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- ${date} - Creation date
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- ${specific_tags} - Concept-specific tags
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### Optional Variables
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- ${description} - Brief description
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- ${author} - Content author
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- ${version} - Version number
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- ${references} - Reference list
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## Examples
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### Basic Concept
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```markdown
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---
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title: Active Inference
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type: concept
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status: draft
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created: 2024-02-12
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tags:
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- concept
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- ai
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- inference
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- modeling
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semantic_relations:
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- type: implements
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links: [[free_energy_principle]]
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- type: relates
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links:
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- [[predictive_processing]]
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- [[belief_updating]]
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---
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# Active Inference
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## Overview
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Active inference is a framework for understanding...
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```
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### Complex Concept
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```markdown
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---
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title: Free Energy Principle
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type: concept
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status: draft
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created: 2024-02-12
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tags:
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- concept
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- ai
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- theory
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- modeling
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semantic_relations:
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- type: extends
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links: [[information_theory]]
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- type: relates
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links:
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- [[active_inference]]
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- [[variational_inference]]
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---
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# Free Energy Principle
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## Overview
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The Free Energy Principle proposes that...
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```
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## Related Documentation
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- [[template_guide]]
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- [[guide_template]]
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- [[documentation_standards]] |