Miscellaneous |
Version lineage of this tool (guids ordered most recent to oldest) |
toolshed.g2.bx.psu.edu/repos/bgruening/create_tool_recommendation_model/create_tool_recommendation_model/0.0.3 |
toolshed.g2.bx.psu.edu/repos/bgruening/create_tool_recommendation_model/create_tool_recommendation_model/0.0.2 (this tool) |
toolshed.g2.bx.psu.edu/repos/bgruening/create_tool_recommendation_model/create_tool_recommendation_model/0.0.1 |
create_tool_recommendation_model |
Requirements (dependencies defined in the <requirements> tag set) |
name | version | type |
python | 3.6 | package |
tensorflow | 1.13.1 | package |
keras | 2.3.0 | package |
scikit-learn | 0.21.3 | package |
h5py | 2.9.0 | package |
csvkit | 1.0.4 | package |
hyperopt | 0.1.2 | package |
Functional tests |
name | inputs | outputs | required files |
Test-1 |
training_parameters|max_evals: 1 training_parameters|n_epochs: 1 input_tabular_workflows: test_workflows training_parameters|optimize_n_epochs: 1 nn_parameters|batch_size: 1,2 training_parameters|test_share: 0.2 input_tabular_tool_usage: test_tool_usage |
attributes: name |
test_workflows test_tool_usage name |
Test-2 |
training_parameters|max_evals: 1 training_parameters|n_epochs: 1 input_tabular_workflows: test_workflows training_parameters|optimize_n_epochs: 1 nn_parameters|batch_size: 1,2 input_tabular_tool_usage: test_tool_usage |
attributes: name |
test_workflows test_tool_usage name |
Test-3 |
training_parameters|test_share: 0.0 input_tabular_tool_usage: test_tool_usage input_tabular_workflows: test_workflows |
test_workflows test_tool_usage |
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Test-4 |
input_tabular_tool_usage: test_tool_usage nn_parameters|batch_size: 1 input_tabular_workflows: test_workflows |
test_workflows test_tool_usage |
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Test-5 |
nn_parameters|units: 1 input_tabular_tool_usage: test_tool_usage input_tabular_workflows: test_workflows |
test_workflows test_tool_usage |
|
Test-6 |
nn_parameters|embedding_size: 1 input_tabular_tool_usage: test_tool_usage input_tabular_workflows: test_workflows |
test_workflows test_tool_usage |
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Test-7 |
input_tabular_tool_usage: test_tool_usage input_tabular_workflows: test_workflows nn_parameters|dropout: 0.1 |
test_workflows test_tool_usage |
|
Test-8 |
input_tabular_tool_usage: test_tool_usage input_tabular_workflows: test_workflows nn_parameters|spatial_dropout: 0.1 |
test_workflows test_tool_usage |
|
Test-9 |
input_tabular_tool_usage: test_tool_usage input_tabular_workflows: test_workflows nn_parameters|recurrent_dropout: 0.1 |
test_workflows test_tool_usage |
|
Test-10 |
input_tabular_tool_usage: test_tool_usage nn_parameters|learning_rate: 0.0001 input_tabular_workflows: test_workflows |
test_workflows test_tool_usage |