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135 строки
4.6 KiB
Markdown
135 строки
4.6 KiB
Markdown
---
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title: Implementation Guides Index
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type: index
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status: stable
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created: 2024-02-07
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tags:
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- implementation
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- guides
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- index
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semantic_relations:
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- type: organizes
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links:
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- [[implementation_guides]]
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- [[model_implementation]]
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---
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# Implementation Guides Index
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## Core Implementation Guides
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### Agent Implementation
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- [[guides/implementation/active_inference_agent|Active Inference Agent Guide]]
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- [[guides/implementation/pomdp_agent|POMDP Agent Guide]]
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- [[guides/implementation/hierarchical_agent|Hierarchical Agent Guide]]
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### Framework Implementation
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- [[guides/implementation/pomdp_structure|POMDP Framework]]
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- [[guides/implementation/continuous_time|Continuous Time Framework]]
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- [[guides/implementation/swarm_system|Swarm System Framework]]
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### Component Implementation
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- [[guides/implementation/belief_updating|Belief Updating]]
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- [[guides/implementation/policy_selection|Policy Selection]]
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- [[guides/implementation/memory_system|Memory System]]
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## Best Practices
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### Code Organization
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- [[guides/ai_file_organization|File Organization]]
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- [[guides/ai_folder_structure|Folder Structure]]
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- [[guides/naming_conventions|Naming Conventions]]
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### Documentation
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- [[guides/ai_documentation_style|Documentation Style]]
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- [[guides/package_documentation|Package Documentation]]
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- [[guides/implementation_patterns|Implementation Patterns]]
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### Validation
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- [[guides/ai_validation_framework|Validation Framework]]
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- [[guides/linking_validation|Link Validation]]
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- [[guides/linking_completeness|Link Completeness]]
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## Performance Optimization
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### Core Optimization
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- [[guides/implementation/optimization|Optimization Guide]]
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- [[guides/implementation/profiling|Profiling Guide]]
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- [[guides/implementation/memory_management|Memory Management]]
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### Advanced Optimization
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- [[guides/implementation/parallelization|Parallelization]]
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- [[guides/implementation/gpu_acceleration|GPU Acceleration]]
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- [[guides/implementation/distributed_computing|Distributed Computing]]
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## Testing and Validation
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### Testing Strategies
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- [[guides/implementation/unit_testing|Unit Testing]]
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- [[guides/implementation/integration_testing|Integration Testing]]
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- [[guides/implementation/system_testing|System Testing]]
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### Validation Methods
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- [[guides/implementation/model_validation|Model Validation]]
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- [[guides/implementation/performance_validation|Performance Validation]]
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- [[guides/implementation/behavior_validation|Behavior Validation]]
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## Example Implementations
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### Basic Examples
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- [[examples/active_inference_basic|Basic Active Inference]]
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- [[examples/pomdp_basic|Basic POMDP]]
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- [[examples/belief_updating|Belief Updating]]
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### Advanced Examples
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- [[examples/ant_colony|Ant Colony Simulation]]
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- [[examples/hierarchical_agent|Hierarchical Agent]]
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- [[examples/multi_agent|Multi-Agent System]]
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## Integration Guides
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### System Integration
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- [[guides/implementation/environment_integration|Environment Integration]]
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- [[guides/implementation/visualization_integration|Visualization Integration]]
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- [[guides/implementation/logging_integration|Logging Integration]]
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### External Tools
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- [[guides/implementation/pytorch_integration|PyTorch Integration]]
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- [[guides/implementation/tensorflow_integration|TensorFlow Integration]]
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- [[guides/implementation/jax_integration|JAX Integration]]
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## Debugging and Troubleshooting
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### Debugging Guides
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- [[guides/implementation/debugging_strategies|Debugging Strategies]]
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- [[guides/implementation/error_handling|Error Handling]]
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- [[guides/implementation/logging_practices|Logging Practices]]
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### Common Issues
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- [[guides/implementation/numerical_stability|Numerical Stability]]
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- [[guides/implementation/memory_leaks|Memory Leaks]]
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- [[guides/implementation/performance_bottlenecks|Performance Bottlenecks]]
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## Development Workflow
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### Setup and Configuration
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- [[guides/implementation/environment_setup|Environment Setup]]
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- [[guides/implementation/dependency_management|Dependency Management]]
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- [[guides/implementation/configuration_management|Configuration Management]]
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### Version Control
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- [[guides/implementation/git_workflow|Git Workflow]]
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- [[guides/implementation/version_control|Version Control]]
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- [[guides/implementation/release_management|Release Management]]
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## Related Resources
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### Documentation
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- [[docs/api/implementation_api|Implementation API]]
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- [[docs/examples/implementation_examples|Implementation Examples]]
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- [[docs/research/implementation_research|Implementation Research]]
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### Knowledge Base
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- [[knowledge_base/cognitive/implementation_concepts|Implementation Concepts]]
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- [[knowledge_base/mathematics/implementation_math|Implementation Mathematics]]
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- [[knowledge_base/agents/implementation_patterns|Implementation Patterns]] |