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Create a model to recommend tools tool metadata

Miscellaneous

Name: Create a model to recommend tools

Description: using deep learning

Id: create_tool_recommendation_model

Guid: toolshed.g2.bx.psu.edu/repos/bgruening/create_tool_recommendation_model/create_tool_recommendation_model/0.0.4

Version: 0.0.4

Version command string: echo "@VERSION@"

Display in tool panel: True

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

toolshed.g2.bx.psu.edu/repos/bgruening/create_tool_recommendation_model/create_tool_recommendation_model/0.0.4 (this tool)

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)

Requirements:

name

version

type

python

3.9.7

package

tensorflow

2.7.0

package

keras

2.7.0

package

scikit-learn

1.0.2

package

h5py

3.6.0

package

csvkit

1.0.4

package

hyperopt

0.2.5

package

Functional tests

name

inputs

outputs

required files

Test-1

input_tabular_workflows: test_workflows
input_tabular_tool_usage: test_tool_usage
training_parameters|max_evals: 1
training_parameters|optimize_n_epochs: 1
training_parameters|n_epochs: 1
training_parameters|test_share: 0.2
nn_parameters|batch_size: 1,2

name: value

test_workflows
test_tool_usage
value

Test-2

name: value

test_workflows
test_tool_usage
value

Test-3

input_tabular_workflows: test_workflows
input_tabular_tool_usage: test_tool_usage
training_parameters|test_share: 0.0