Add an end to end workflow example
Opened this issue · 1 comments
csmagnano commented
This would involve pathway creation over a range of hyperparameters. It would be useful for users understanding how to use PPA in a full analysis.
agitter commented
While testing Omics Integrator 2 for this parameter advising pipeline, @emmagraham found that it has built-in support for a parameter grid search. See the exampe notebook OI2_pipeline.ipynb. However, she had to make a slight modification to the code to output the networks for each parameter combination.
This makes Omics Integrator 2 appealing for our end-to-end workflow example. The overall workflow would be something like:
- Install Omics Integrator 2 through conda
- Install PGD and pathway parameter advising using the setup script
- Run Omics Integrator 2 parameter sweep
- Run pathway parameter advising on the predicted pathways
- Report or visualize the results