Reference

All functions

ANNEMAgent-class ANNEMAgent

Agentic Neural Network Economic Model Agent Class

ANNEMMarket-class ANNEMMarket

ANNEM Market Environment Class

AgentsMCP-package AgentsMCP

AgentsMCP: Agentic Neural Network Economic Model with MCP Communication

annem_summary()

ANNEM Summary

calculate_gini_coefficient()

Calculate Gini Coefficient

calculate_market_sentiment()

Calculate Market Sentiment

calculate_network_metrics()

Calculate Network Metrics

calculate_performance_metrics()

Calculate Performance Metrics

calculate_sharpe_ratio()

Calculate Sharpe Ratio

compare_with_benchmarks()

Compare with Benchmark Models

create_annem_agent()

Create ANNEM Agent

create_annem_market()

Create ANNEM Market

create_annem_summary_report()

Create ANNEM Summary Report

create_interactive_network()

Create Interactive Network Visualization

evolve_network()

Utility Functions for ANNEM Package

fit_var_model()

Fit VAR Model

generate_annem_report()

Generate ANNEM Report

generate_synthetic_data()

Generate Synthetic Market Data

get_annem_config()

Get ANNEM Configuration

load_market_data()

Market Data Functions for ANNEM

plot_agent_performance()

ANNEM Visualization Functions

plot_decision_heatmap()

Plot Decision Heatmap

plot_model_comparison()

Plot Model Comparison

plot_network_evolution()

Plot Network Evolution

plot_wealth_dynamics()

Plot Wealth Dynamics

process_market_returns()

Process Market Returns

run_annem_analysis()

Main ANNEM Analysis Functions

set_annem_seed()

Set Random Seed for ANNEM

validate_annem_framework()

Validate ANNEM Mathematical Framework