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/0.0.5 (this tool) |
toolshed.g2.bx.psu.edu/repos/bgruening/create_tool_recommendation_model/create_tool_recommendation_model/0.0.4 |
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 |
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 | 3.9.12 | package |
tensorflow | 2.9.1 | package |
keras | 2.9.0 | package |
scikit-learn | 1.0.2 | package |
pandas | 1.4.2 | package |
h5py | 3.6.0 | package |
Functional tests |
name | inputs | outputs | required files |
Test-1 |
input_tabular_workflows: test_workflow_connections input_tabular_tool_usage: test_tool_usage training_parameters|n_train_iter: 20 training_parameters|tr_batch_size: 4 training_parameters|te_batch_size: 4 training_parameters|tr_logging_step: 10 training_parameters|te_logging_step: 10 training_parameters|te_share: 0.4 |
name: value |
test_workflow_connections test_tool_usage value |
Test-2 |
input_tabular_workflows: test_workflow_connections input_tabular_tool_usage: test_tool_usage training_parameters|n_train_iter: 20 training_parameters|tr_batch_size: 4 training_parameters|te_batch_size: 4 training_parameters|tr_logging_step: 10 training_parameters|te_logging_step: 10 training_parameters|te_share: 0.4 nn_parameters|n_heads: 2 nn_parameters|n_embed_dim: 32 nn_parameters|n_feed_forward_dim: 32 nn_parameters|dropout: 0.05 nn_parameters|learning_rate: 0.0001 |
name: value |
test_workflow_connections test_tool_usage value |
Test-3 |
input_tabular_workflows: test_workflow_connections input_tabular_tool_usage: test_tool_usage training_parameters|te_share: 0.0,0.1 |
test_workflow_connections test_tool_usage |
|
Test-4 |
input_tabular_workflows: test_workflow_connections input_tabular_tool_usage: test_tool_usage training_parameters|tr_batch_size: ['1', '9'] |
test_workflow_connections test_tool_usage |
|
Test-5 |
input_tabular_workflows: test_workflow_connections input_tabular_tool_usage: test_tool_usage training_parameters|te_batch_size: ['1', '1'] |
test_workflow_connections test_tool_usage |
|
Test-6 |
input_tabular_workflows: test_workflow_connections input_tabular_tool_usage: test_tool_usage training_parameters|tr_logging_step: ['1', '6'] |
test_workflow_connections test_tool_usage |
|
Test-7 |
input_tabular_workflows: test_workflow_connections input_tabular_tool_usage: test_tool_usage nn_parameters|n_embed_dim: ['1', '6'] |
test_workflow_connections test_tool_usage |
|
Test-8 |
input_tabular_workflows: test_workflow_connections input_tabular_tool_usage: test_tool_usage nn_parameters|n_feed_forward_dim: 1,6 |
test_workflow_connections test_tool_usage |
|
Test-9 |
input_tabular_workflows: test_workflow_connections input_tabular_tool_usage: test_tool_usage nn_parameters|dropout: 0.1,0.2 |
test_workflow_connections test_tool_usage |
|
Test-10 |
input_tabular_workflows: test_workflow_connections input_tabular_tool_usage: test_tool_usage nn_parameters|n_heads: 0.1 |
test_workflow_connections test_tool_usage |
|
Test-11 |
input_tabular_workflows: test_workflow_connections input_tabular_tool_usage: test_tool_usage nn_parameters|learning_rate: 0.0001,0.04 |
test_workflow_connections test_tool_usage |