The codes here are exercises, from each chapter, of the book, Think Complexity by Allen B, Downey.
The book explores the idea of
- data structures and algorithm
- python programming
- computational modelling
The book explores the following topic:
Chapter 1: Complexity Science
Chapter 2: Graphs
Chapter 3: Analysis of Algorithm
Chapter 4: Small-world Graphs
Chapter 5: Scale-free networks
Chapter 6: Cellular Automata
Chapter 7: Game of Life
Chapter 8: Fractals
Chapter 9: Self-organized Criticality
Chapter 10: Agent-based Models
Chapter 11 - 14: Case Study
- Sugarscape
- Ant Trails
- Directed Graphs and knots
- The Volunteer's Dilemma