Package index • AgenticWaves

Package Documentation

Core package information

AgenticWaves AgenticWaves-package: AgenticWaves: Agentic AI-Powered Wavelet Financial Network Analysis

Getting Started

Core functions to get started with AgenticWaves

launch_agentic_waves(): Launch AgenticWaves Application

run_agentic_waves_app(): Run AgenticWaves Shiny Application

get_sample_data(): Get Sample Data

check_system_requirements(): Check System Requirements

Data Processing

Functions for data preparation and validation

process_financial_data(): Process Financial Data

validate_data_quality(): Validate Data Quality

detect_asset_classes(): Detect Asset Classes

save_analysis_results(): Save Analysis Results

load_analysis_results(): Load Analysis Results

Autonomous AI Agents

Create and manage autonomous AI agents

create_autonomous_agent(): Create Autonomous Agent

detect_available_functions(): Auto-detect Available Functions

Agent-Based Modeling

Agent population and network creation

create_enhanced_agent_population(): Create Enhanced Agent Population

create_dynamic_multilayer_network(): Create Dynamic Multilayer Network

simulate_enhanced_market_dynamics(): Simulate Enhanced Market Dynamics

Network Analysis

Spillover detection and network analysis

calculate_dynamic_spillover_networks(): Calculate Dynamic Spillover Networks

detect_contagion_episodes(): Detect Contagion Episodes

calculate_network_metrics(): Calculate Network Metrics

Visualization

Publication-quality plots and dashboards

plot_enhanced_network(): Plot Enhanced Network

plot_agent_type_network(): Plot Agent Type Network

generate_publication_dashboard(): Generate Publication Dashboard

Utilities

Helper functions and utilities

calculate_gini_coefficient(): Calculate Gini Coefficient

install_missing_packages(): Install Missing Packages

get_welcome_banner(): Get Welcome Banner

Interactive Interface

Menu and interface functions

run_interactive_menu(): Run Interactive Menu

show_interactive_menu(): Show Interactive Menu

execute_menu_choice(): Execute Menu Choice

create_shiny_app(): Create Shiny App