| 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 |