Example use case on Kundaje lab cluster for SVM input generation:
/mnt/lab_data2/annashch/alzheimers_parkinsons/svm_pipeline/make_inputs
Execute scripts in make_inputs
to generate input files for SVM model training.
Execute scripts in train_predict
to train SVM models and get model predictions.
Execute scripts in score
to get auPRC & other metrics of model performance.
Execute scripts in interpret
to run gkmexplain interpretation.
Execute scripts in plot_interpretations
to plot gkmexplain interpretations.
Execute util.gkmexplain_to_bigwig.py
to generate a bigwig representation of gkmexplain scores