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stopro - Elementary Stochastic Processes

A python package for generating common multivariate stochastic processes:

  1. Wiener process
  2. Ornstein-Uhlenbeck process
  3. Integrated Ornstein-Uhlenbeck process
  4. Exponential Ornstein-Uhlenbeck process
  5. Geometric Brownian Motion
  6. Colored Geometric Brownian Motion
  7. Gillespie Replicator
  8. Kimura Replicator
  9. White Replicator
  10. Colored Replicator
  11. Multispecies Moran Process (discrete particle kinetics & diffusion approximation)
  12. Competitive Lotka Volterra Process (discrete particle kinetics & diffusion approximation)

You can find documentation and examples in the Jupyter notebooks in the examples directory.

Download & Install

git clone [email protected]:dirkbrockmann/stopro.git
pip install ./stopro

stopro's People

Contributors

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Stargazers

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Watchers

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