Repository revision
22:3bdb5b6c8ee8

Repository 'sklearn_sample_generator'
hg clone https://toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_sample_generator

Generate tool metadata
Miscellaneous
Generate
random samples with controlled size and complexity
sklearn_sample_generator
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_sample_generator/sklearn_sample_generator/0.9
0.9
echo "0.9"
True
Version lineage of this tool (guids ordered most recent to oldest)
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_sample_generator/sklearn_sample_generator/1.0
toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_sample_generator/sklearn_sample_generator/0.9 (this tool)
sklearn_sample_generator
Requirements (dependencies defined in the <requirements> tag set)
name version type
python 3.6 package
scikit-learn 0.19.1 package
pandas 0.22.0 package
xgboost 0.72.1 package
asteval 0.9.12 package
Functional tests
name inputs outputs required files
Test-1 sample_generators|selected_generator: make_blobs
sample_generators|options|random_state: 100
 attributes: name
 name
Test-2 sample_generators|selected_generator: make_classification
sample_generators|options|random_state: 100
 attributes: name
 name
Test-3 sample_generators|selected_generator: make_circles
sample_generators|options|random_state: 100
 attributes: name
 name
Test-4 sample_generators|selected_generator: make_friedman1
sample_generators|options|random_state: 100
 attributes: name
 name
Test-5 sample_generators|selected_generator: make_friedman2
sample_generators|options|random_state: 100
 attributes: name
 name
Test-6 sample_generators|selected_generator: make_friedman3
sample_generators|options|random_state: 100
 attributes: name
 name
Test-7 sample_generators|selected_generator: make_gaussian_quantiles
sample_generators|options|random_state: 100
 attributes: name
 name
Test-8 sample_generators|selected_generator: make_hastie_10_2
sample_generators|options|random_state: 100
 attributes: name
 name
Test-9 sample_generators|selected_generator: make_moons
sample_generators|options|random_state: 100
 attributes: name
 name
Test-10 sample_generators|selected_generator: make_regression
sample_generators|options|random_state: 100
 attributes: name
 name
Test-11 sample_generators|selected_generator: make_s_curve
sample_generators|options|random_state: 100
 attributes: name
 name
Test-12 sample_generators|selected_generator: make_sparse_uncorrelated
sample_generators|options|random_state: 100
 attributes: name
 name
Test-13 sample_generators|selected_generator: make_swiss_roll
sample_generators|options|random_state: 100
 attributes: name
 name