A python package for generating common multivariate stochastic processes:
- Wiener process
- Ornstein-Uhlenbeck process
- Integrated Ornstein-Uhlenbeck process
- Exponential Ornstein-Uhlenbeck process
- Geometric Brownian Motion
- Colored Geometric Brownian Motion
- Gillespie Replicator
- Kimura Replicator
- White Replicator
- Colored Replicator
- Multispecies Moran Process (discrete particle kinetics & diffusion approximation)
- Competitive Lotka Volterra Process (discrete particle kinetics & diffusion approximation)
You can find documentation and examples in the Jupyter notebooks in the examples
directory.
git clone [email protected]:dirkbrockmann/stopro.git
pip install ./stopro