NumPy User Guide
array computation, data analysis
array computation, data analysis
programming
various
data analysis, signal processing, optimization, statistics, image analysis
image analysis
Constrained based modelling, flux balance analysis, stoichiometric models, modelling metabolic networks as a system on linear functions, optimisation of a system of linear functions using linear programming, metabolic networks, microbial metabolic networks
statistics, data analysis
exercises
general coding, numerical methods, gui
spatio-temporal modelling, non-linear dynamics (ODE and PDE models), stochastic techniques (SDE, Master equations, Monte Carlo simulations), thermodynamic descriptions, cell and tissue mechanics