cognitive/docs/examples/usage_examples.md

Usage Examples

---

title: Usage Examples type: index status: stable created: 2024-02-06 tags:

• examples
• tutorials
• documentation semantic_relations:
• type: implements links: ../concepts/cognitive_modeling_concepts
• type: relates links:
  • ../guides/implementation_guides
  • ../api/api_documentation

---

Overview

This directory contains practical examples, tutorials, and sample implementations of the cognitive modeling system.

Getting Started

Basic Examples

• quickstart_example - Quick start tutorial
• hello_world - Minimal working example
• basic_agent - Basic agent implementation

Core Concepts

• belief_example - Belief system example
• action_example - Action selection example
• perception_example - Perception system example

Model Examples

Active Inference

• active_inference_basic - Basic active inference
• active_inference_advanced - Advanced implementations
• custom_generative_model - Custom generative models

Cognitive Models

• decision_making - Decision-making examples
• learning_model - Learning model examples
• memory_model - Memory model examples

Integration Examples

• system_integration - System integration
• plugin_example - Plugin development
• api_usage - API usage patterns

Research Examples

Experiments

• experiment_setup - Experiment setup
• data_collection - Data collection
• analysis_example - Data analysis

Visualization

• basic_plots - Basic plotting
• advanced_visualization - Advanced visualization
• interactive_plots - Interactive visualization

Evaluation

• model_evaluation - Model evaluation
• performance_testing - Performance testing
• comparison_study - Model comparison

Advanced Examples

Optimization

• performance_optimization - Performance tuning
• memory_optimization - Memory optimization
• parallel_processing - Parallel processing

Custom Components

• custom_inference - Custom inference methods
• custom_optimizer - Custom optimizers
• custom_metrics - Custom evaluation metrics

Extensions

• plugin_development - Plugin development
• api_extension - API extensions
• tool_integration - Tool integration

Tutorial Series

Beginner Series

• tutorial_1_basics - Basic concepts
• tutorial_2_implementation - Implementation
• tutorial_3_testing - Testing

Intermediate Series

• tutorial_4_advanced - Advanced concepts
• tutorial_5_optimization - Optimization
• tutorial_6_integration - Integration

Advanced Series

• tutorial_7_research - Research applications
• tutorial_8_custom - Custom development
• tutorial_9_deployment - Deployment

Sample Projects

Applications

• cognitive_robot - Robotic control
• decision_agent - Decision-making agent
• learning_system - Learning system

Research Projects

• research_project_1 - Example research setup
• research_project_2 - Advanced research
• benchmark_study - Benchmarking study

Related Sections

• ../guides/implementation_guides
• ../api/api_documentation
• ../concepts/cognitive_modeling_concepts

Contributing

See ../templates/example_template for creating new examples.