(p3)ladsgroup@ores-misc-01:~/editquality$ pip freeze
PyYAML==3.12
certifi==2017.4.17
chardet==3.0.4
docopt==0.6.2
docutils==0.13.1
editquality==0.4.2
idna==2.5
jsonable==0.3.1
more-itertools==3.2.0
mwapi==0.5.1
mwparserfromhell==0.4.4
mwreverts==0.0.6
mwtypes==0.2.0
mysqltsv==0.0.7
nltk==3.0.5
nose==1.3.7
numpy==1.13.1
para==0.0.5
pyenchant==1.6.9
pytz==2017.2
pywikibase==0.0.4
requests==2.18.1
revscoring==1.3.18
scikit-learn==0.18.2
scipy==0.19.1
six==1.10.0
sklearn==0.0
statistics==1.0.3.5
tabulate==0.7.7
urllib3==1.21.1
yamlconf==0.2.3

ScikitLearnClassifier
 - type: GradientBoosting
 - params: learning_rate=0.01, max_features="log2", max_depth=7, loss="deviance", random_state=null, criterion="friedman_mse", balanced_sample=false, presort="auto", min_impurity_split=1e-07, min_weight_fraction_leaf=0.0, scale=true, center=true, verbose=0, max_leaf_nodes=null, subsample=1.0, balanced_sample_weight=true, n_estimators=700, warm_start=false, init=null, min_samples_split=2, min_samples_leaf=1
 - version: 0.3.0
 - trained: 2017-07-18T18:08:23.587697