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Dig4Bio workshops
Introduction to Python (WS1)
Introduction to workshop 1
Module 1
Hello World
Statements
Control flow
Exercice 1
Exercice 2
Module 2
Dicstionaries & sets
Dataframes
Numpy
Visualization
Exercise
Module 3
Operations
Linear Regression
Stoichiometry (1)
Stoichiometry (solution)
Stoichiometry (2)
Exercise
Module 4
Reactors
Mass & energy balances
Stoichiometry (1)
Exercice 1
Exercice 1 (solution)
Exercice 2
Exercice 2 (solution)
Module 5
Module 6
Mass transfer
Diafiltration
Cell lysis
Model-based Techniques (WS2)
Introduction to workshop 2
Module 1
Mechanistic model of
S. cerevisiae
utilizing ligocellulosis in batch fermentation
Mechanistic model of
S. cerevisiae
in continous stirred tank reactor under aerobic conditions
Aerobic fermentation model (S. cerevisiae)
E. coli Fed-batch fermentation model, including recombinant protein production
Module 2
Classification
Pytorch Tuorial
Regression
Module 3
Exercise
Repository
Open issue
Index
