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ScrumPy - Metabolic Modelling in Python
Contents
Introduction
Metabolic Modelling
Design Philosophy
Python
Why Python ?
Knowing syntax vs programming
Inbuilt types and classes
int, float, str, list and dict
Classes and sub-classes
Repetiton and Decisions
Functions
Modules and Packages
Standard libraries
Not all of them ! In practice math and random are the most commonly with ScrumPy. sys and os are also useful - any other suggestions ?
ScrumPy Model Description Language
Analysis of Models With ScrumPy
The ScrumPy Modelling Environment
The Matrix Class
Fully described in utility section - enough here to understand SMs, datasets and monitors.
Anatomy of a ScrumPy Model
Kinetic Modelling
Structural Modelling
Linear Programming
Secondary Analysis of Model Results
Data sets
Fitting and Optimisation
Automatic Model Building
Bioinformatics Functions
The Utility Package