Miscellaneous |
Version lineage of this tool (guids ordered most recent to oldest) |
toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_builder/keras_model_builder/0.5.0 (this tool) |
toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_builder/keras_model_builder/0.4.2 |
toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_builder/keras_model_builder/0.4.0 |
keras_model_builder |
Requirements (dependencies defined in the <requirements> tag set) |
name | version | type |
Galaxy-ML | 0.8.3 | package |
Additional information about this tool |
python '$__tool_directory__/keras_deep_learning.py' --inputs '$inputs' --tool_id 'keras_model_builder' --outfile '$outfile' --model_json '$mode_selection.infile_json' #if $mode_selection.mode_type == 'prefitted' --infile_weights '$mode_selection.infile_weights' #end if #if $mode_selection.mode_type == 'train_model' and $mode_selection.get_params --outfile_params '$outfile_params' #end if
Functional tests |
name | inputs | outputs | required files |
Test-1 |
mode_selection|infile_json: keras01.json mode_selection|learning_type: KerasGRegressor mode_selection|fit_params|epochs: 100 |
name: value |
keras01.json value |
Test-2 |
mode_selection|infile_json: keras02.json mode_selection|compile_params|optimizer_selection|optimizer_type: Adam mode_selection|fit_params|epochs: 100 |
name: value |
keras02.json value |
Test-3 |
mode_selection|infile_json: keras03.json mode_selection|infile_weights: keras_save_weights01.h5 mode_selection|mode_type: prefitted |
name: value |
keras03.json keras_save_weights01.h5 value |
Test-4 |
mode_selection|infile_json: keras04.json mode_selection|learning_type: KerasGRegressor mode_selection|compile_params|loss: mean_squared_error mode_selection|compile_params|optimizer_selection|optimizer_type: Adam mode_selection|compile_params|metrics: mse mode_selection|fit_params|epochs: 100 mode_selection|random_seed: 42 mode_selection|get_params: True |
name: value name: value |
keras04.json value |