seml_supplementary.zip
all
Questionnaire.pdf
150.6 kB
README.MD
1.1 kB
adoption
__init__.py
0 Bytes
data_type.py
8.7 kB
old_vs_new.py
3.6 kB
config.py
149 Bytes
correlation
__init__.py
0 Bytes
corr.py
1.0 kB
utils.py
540 Bytes
csvs
exports-clean.csv
197.6 kB
ml
regression
agility
25
x_train.csv
2.5 kB
x_val.csv
502 Bytes
y_train.csv
541 Bytes
y_val.csv
111 Bytes
agility-automl
25
x_train.csv
1.8 kB
x_val.csv
303 Bytes
y_train.csv
325 Bytes
y_val.csv
59 Bytes
maintainability
25
x_train.csv
38.1 kB
x_val.csv
599 Bytes
y_train.csv
7.1 kB
y_val.csv
112 Bytes
repr
25
x_train.csv
6.5 kB
x_val.csv
1.0 kB
y_train.csv
1.5 kB
y_val.csv
222 Bytes
team_effect
25
x_train.csv
1.2 kB
x_val.csv
345 Bytes
y_train.csv
386 Bytes
y_val.csv
113 Bytes
regression
regression_agility.csv
1.8 kB
regression_maintainability.csv
1.5 kB
regression_reproducibility.csv
2.9 kB
regression_team_effect.csv
837 Bytes
demographics
__init__.py
0 Bytes
adoption
__init__.py
0 Bytes
country.py
3.1 kB
org_type.py
3.7 kB
team_experience.py
2.6 kB
team_size.py
2.8 kB
country.py
1.7 kB
org_type.py
3.3 kB
team_experience.py
2.1 kB
team_size.py
1.9 kB
ml
__init__.py
0 Bytes
classification
__init__.py
0 Bytes
agility.py
3.2 kB
agility_automl.py
2.3 kB
maintainability.py
3.1 kB
reproducibility.py
3.1 kB
team_effectiveness.py
3.1 kB
clustering.py
2.6 kB
hyper_param.py
2.7 kB
importance_ranks
__init__.py
0 Bytes
classification
__init__.py
0 Bytes
gini.py
1.6 kB
permutation_test.py
1.6 kB
permutation_train.py
1.6 kB
shapley_test.py
1.7 kB
shapley_train.py
1.7 kB
plot_importance_rank.py
7.2 kB
regression
25
shap_test.py
1.8 kB
shap_train.py
1.6 kB
regression
__init__.py
0 Bytes
agility.py
3.9 kB
agility_automl.py
3.6 kB
maintainability.py
3.9 kB
reproducibility.py
3.9 kB
team_effectiveness.py
3.9 kB
utils.py
14.7 kB
plots
adoption_country.pdf
12.0 kB
adoption_data_type.pdf
13.9 kB
adoption_org_type.pdf
14.1 kB
adoption_team_experience.pdf
14.1 kB
adoption_team_size.pdf
13.0 kB
continents.pdf
11.8 kB
country.pdf
11.6 kB
data_types.pdf
21.0 kB
importance_ranks_regression.pdf
36.7 kB
legend.pdf
15.6 kB
old_vs_new.pdf
13.4 kB
org_type.pdf
11.4 kB
practice_ranks.pdf
3.4 kB
practice_ranks_2.pdf
3.4 kB
team_experience.pdf
10.9 kB
team_size.pdf
10.2 kB
ranking
__init__.py
0 Bytes
rank.py
3.1 kB
utils.py
2.2 kB
regression
__init__.py
0 Bytes
agility.py
683 Bytes
maintainability.py
684 Bytes
reproducibility.py
698 Bytes
team_effectiveness.py
680 Bytes
utils.py
1.5 kB
requirements.txt
158 Bytes
run_automl.sh
449 Bytes
utils
answer_conversion
alternative_conversion.py
3.4 kB
answer_conversion.py
3.3 kB
convert.py
527 Bytes
data_type.py
1.6 kB
constants.py
6.5 kB
data
__init__.py
0 Bytes
read.py
876 Bytes
filters
__init__.py
0 Bytes
all_filters.py
3.8 kB
group_slice.py
3.6 kB
sort.py
417 Bytes
plot_helpers
__init__.py
0 Bytes
all.py
2.0 kB
sampling.py
882 Bytes
utils.py
742 Bytes