testem

#!/bin/bash

BASE_NOTEBOOKS="02_Technical_Starter \
                03_GettingStartedWithClassification \
                04_GettingStartedWithRegression \
                05_EvaluatingAndComparingLearners \
                06_EvaluatingClassifiers \
                07_EvaluatingRegressors \
                08_MoreClassificationMethods \
                09_MoreRegressionMethods \
                10_Manual_Feature_Engineering \
                11_Tuning_and_Pipelines \
                12_Combining_Learners_Ensemble_Methods \
                13_Feature_Engineering_II_Automated \
                14_Feature_Engineering_III_Domain \
                15_Connections_Between_Learners"

export KMP_DUPLICATE_LIB_OK=TRUE
export PYTHONWARNINGS=ignore

for curr_nb in $BASE_NOTEBOOKS; do
	jupyter nbconvert --to notebook \
	                  --execute \
	                  --ExecutePreprocessor.kernel_name=book_base_2020  \
	                  --ExecutePreprocessor.timeout=-1 \
	                  --output-dir=nbout/ \
	                  ${curr_nb}_code.ipynb
done

# PYMC3 notebook
#jupyter nbconvert --to notebook \
#									--execute \
#									--ExecutePreprocessor.kernel_name=book_pymc3  \
#									--ExecutePreprocessor.timeout=-1 \
#									--output-dir=nbout/ \
#									15_Connections_Between_Learners_pymc3_code.ipynb