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scikit-complexity

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georgedouzas/scikit-complexity

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scikit-complexity

georgedouzas/scikit-complexity

Overview
Overview
Models
Models
API
API
- Base
- Errors
- Types
- Analysis
  Analysis
  - Types
- Core
  Core
  - Base
  - System
  - Types
  - Elements
  - Interactions
  - Laws
    
    Laws
    
    Utils
  - Spaces
  - Specs
- Engine
  Engine
  - Types
  - Backends
  - Compile
    
    Compile
    
    Passes
  - Problems
  - Runtime
  - Solvers
  - Viz
- Experiments
  Experiments
  - Types
  - Specs
- Models
  Models
  - Types
  - Biology
    
    Biology
    
    Collective behaviour
    
    Common
    
    Common
    
    Excitable
    
    Kinetics
    
    Networks
    
    Pharmacokinetics
    
    Populations
    
    Stigmergy
    
    Ecology
    
    Epidemiology
    
    Evolution
    
    Neuroscience
    
    Neuroscience
    
    Types
    
    Oncology
    
    Physiology
    
    Systems biology
    
    Systems biology
    
    Types
  - Chemistry
    
    Chemistry
    
    Common
    
    Common
    
    Kinetics
    
    Kinetics
    
    Pattern formation
  - Computer science
    
    Computer science
    
    Automata
    
    Evolutionary computation
    
    Neural networks
  - Economics
    
    Economics
    
    Common
    
    Common
    
    Forecasting
    
    Resources
    
    Econophysics
    
    Finance
    
    Innovation
    
    Macroeconomics
    
    Markets
    
    Resources
  - Engineering
    
    Engineering
    
    Circuits
    
    Common
    
    Common
    
    Mechanics
    
    Control
    
    Power systems
    
    Processes
    
    Robotics
    
    Traffic
  - Mathematics
    
    Mathematics
    
    Common
    
    Common
    
    Flows
    
    Dynamical systems
    
    Fractals
    
    Fractals
    
    Types
    
    Fractional dynamics
    
    Networks
    
    Stochastic processes
    
    Stochastic processes
    
    Types
  - Physics
    
    Physics
    
    Active matter
    
    Celestial mechanics
    
    Celestial mechanics
    
    Types
    
    Climate
    
    Common
    
    Common
    
    Fields
    
    Mechanics
    
    Oscillators
    
    Particles
    
    Quantum
    
    Spins
    
    Cosmology
    
    Criticality
    
    Fluids
    
    Heat
    
    Mechanics
    
    Nonlinear oscillators
    
    Oceanography
    
    Pattern formation
    
    Seismology
    
    Soft matter
    
    Statistical mechanics
    
    Synchronization
    
    Waves
  - Social
    
    Social
    
    Cooperation
    
    Crowds
    
    Language
    
    Opinion dynamics
    
    Organizations
    
    Segregation
    
    Spreading
- Specs
Examples
Examples
- Physics
  Physics
  - Heat
    Heat
    
    Cooling coffee
  - Nonlinear oscillators
    Nonlinear oscillators
    
    Duffing
  - Synchronization
    Synchronization
    
    Mirollo-Strogatz
- Chemistry
  Chemistry
  - Kinetics
    Kinetics
    
    Brusselator
    
    Cubic autocatalysis
    
    Cyclic cellular automaton
- Biology
  Biology
  - Epidemiology
    Epidemiology
    
    Agent-based SIR
  - Evolution
    Evolution
    
    Replicator dynamics
  - Systems biology
    Systems biology
    
    Boolean repressilator
- Economics
  Economics
  - Finance
    Finance
    
    Correlated geometric Brownian motions
    
    Geometric Brownian motion
  - Resources
    Resources
    
    Fishery capital
- Social
  Social
  - Cooperation
    Cooperation
    
    Public goods game on a hypergraph
    
    Prisoner's dilemma tournament
  - Opinion dynamics
    Opinion dynamics
    
    Hegselmann-Krause
- Engineering
  Engineering
  - Circuits
    Circuits
    
    Chua's circuit
    
    Memristor oscillator
    
    Tunnel-diode oscillator
- Mathematics
  Mathematics
  - Dynamical systems
    Dynamical systems
    
    Finite-time blow-up
  - Fractals
    Fractals
    
    Julia set
  - Networks
    Networks
    
    Random walk on a hypergraph
- Computer science
  Computer science
  - Automata
    Automata
    
    Game of Life
    
    Majority automaton on the Baumslag-Solitar group
    
    Majority automaton on the free group
Development
Development
- Contributing
- Code of Conduct

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physics

Physics

Physics: mechanics, oscillators, synchronization, statistical mechanics, soft matter, fluids, climate, and more.

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