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All example code was compiled and tested using gnu C or C++ hosted in a cygwin shell on a PC running Windows.
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Example code is given in Box 2. Box 2 Example libChEBI Python code, showing the instantiation of a ChebiEntity, a call to get_name, get_outgoings and the calling of a number of methods of the returned Relation objects.
For each described use-case, example code is provided that demonstrates the use of available toolkits and libraries.
Example code is provided in Table 2 (E-Basic) and Table 3 (Python).
The example code is provided as online supplementary information (see Supplementary Data online).
The simulation software, instruction manual and example code are available at [ 13].
The above loglinear model with interaction terms is easy to fit in standard statistical software such as SAS (example code is provided in Additional file 1).
For example, codes were created for discussion around when race is not considered medically relevant.
The resulting figures of the optimization process of Example 1 code are shown here for illustration purposes.
An example SAS code is provided in Appendix I for implementing the BB model.
When something is open source it means what is usually intellectual property (for example, source code) is made public.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com