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PROJECTS ORIGINS LEVELS

ABM4ALL

★   SUPER MODELING BROS.   ★

Build sophisticated agent-based models in Python with powerful frameworks and AI-assisted tools. Press START to begin.

▶ PRESS START ? READ DOCS
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WORLD 1-2◆CORE PROJECTS

PICK YOUR PACKAGE

? MELODIE ★ 46
PYTHON · MIT LICENSE

A general framework for developing agent-based models in Python. Build complex simulations with agents, environments, grids, networks, and more.

  • spatial modeling
  • automatic calibration
  • reinforcement training
  • interactive visualization
▶ REPO ? DOCS
? MELODIESTUDIO ★ 2
VUE.JS · MIT LICENSE

A professional front-end package for real-time visualization of ABM results. Interactive dashboard providing visual feedback for Melodie simulations.

  • real-time visualization
  • interactive dashboard
  • grid & network display
  • chart integration
▶ REPO ? DOCS
? MELODIE-SKILLS ★ NEW
AGENT SKILLS · MIT

A library of AI-agent skills for Melodie. Equip your coding agent with structured skills that turn ideas into running agent-based models — from problem framing through implementation.

  • story-to-model workflow
  • AI agent skill library
  • structured workflows
  • end-to-end automation
▶ REPO ? DOCS
? TAB2DICT ★ 1
PYTHON · MIT LICENSE

A tool that supports loading, retrieving, and collecting data in developing scientific software. Simplifies complex data management for agent-based models.

  • tabular data loading
  • flexible data retrieval
  • result collection
  • multi-format support
▶ REPO ? DOCS
WORLD 1-3◆THE STORY

★ ORIGIN OF MELODIE ★

"And I know not if, save in this, such gift be allowed to man, That out of three sounds he frame, not a fourth sound, but a star."
— ROBERT BROWNING

The name MELODIE — the German word for melody, chosen as a nod to the project's origins during my time in Germany — is inspired by complexity theory's core concept of EMERGENCE.

Agent-Based Modeling excels at simulating complex systems where macro-level phenomena emerge from the interactions of numerous individual agents. This mirrors the nature of music, where the interplay of single notes creates a profound auditory experience. Melodie captures this essence perfectly, as beautifully expressed in Robert Browning's poetry: out of separate sounds, we frame not just a fourth sound, but a star.

WORLD 1-4◆LEVEL SELECT

EXAMPLE COLLECTION

Eight levels of practical Melodie examples, ordered from the simplest entry point to advanced features. Pick one to play.

1-1 covid_contagion[ MINIMUM ] The simplest entry point to Melodie — basic model structure. ⚑ PLAY 1-2 DatingMarket[ + TAB2DICT ] Melodie ABM with tab2dict integration for data management. ⚑ PLAY 1-3 covid_contagion_grid[ GRID ] Agent-based modeling on 2D grid environment. ⚑ PLAY 1-4 covid_contagion_grid_visual[ GRID + STUDIO ] Interactive real-time visualization of agents on a 2D grid. ⚑ PLAY 1-5 covid_contagion_network[ NETWORK ] Agent-based modeling on complex network environment. ⚑ PLAY 1-6 covid_contagion_network_visual[ NETWORK + STUDIO ] Interactive real-time visualization of agents on a network. ⚑ PLAY 1-7 covid_contagion_calibrator[ CALIBRATOR ] Automatic parameter calibration to match real-world data. ⚑ PLAY 1-8 rock_paper_scissors_trainer[ TRAINER ] Agent optimizing strategy through evolutionary reinforcement training. ⚑ PLAY
WORLD 1-5◆FINALE

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