Repository revision
0:000a3868885b

Repository 'keras_batch_models'
hg clone https://toolshed.g2.bx.psu.edu/repos/bgruening/keras_batch_models

Build Deep learning Batch Training Models tool metadata
Miscellaneous
with online data generator for Genomic/Protein sequences and images
keras_batch_models
toolshed.g2.bx.psu.edu/repos/bgruening/keras_batch_models/keras_batch_models/0.4.0
0.4.0
echo "0.4.0"
True
Version lineage of this tool (guids ordered most recent to oldest)
toolshed.g2.bx.psu.edu/repos/bgruening/keras_batch_models/keras_batch_models/0.4.2
toolshed.g2.bx.psu.edu/repos/bgruening/keras_batch_models/keras_batch_models/0.4.0 (this tool)
keras_batch_models
Requirements (dependencies defined in the <requirements> tag set)
name version type
python 3.6 package
Galaxy-ML 0.7.10 package
Functional tests
name inputs outputs required files
Test-1 mode_selection|infile_json: deepsear_1feature.json
mode_selection|generator_selection|seed: 999
mode_selection|learning_type: KerasGBatchClassifier
mode_selection|fit_params|epochs: 100
mode_selection|generator_selection|generator_type: GenomicIntervalBatchGenerator
attributes: name
deepsear_1feature.json
name
Test-2 mode_selection|generator_selection|seed: 999
mode_selection|fit_params|epochs: 100
mode_selection|fit_params|callbacks_0|callback_selection|callback_type: EarlyStopping
mode_selection|generator_selection|generator_type: FastaDNABatchGenerator
mode_selection|learning_type: KerasGBatchClassifier
mode_selection|infile_json: keras01.json
mode_selection|fit_params|callbacks_0|callback_selection|monitor: val_loss
attributes: name
keras01.json
name
Test-3 mode_selection|generator_selection|seed: 999
mode_selection|fit_params|epochs: 100
mode_selection|fit_params|callbacks_0|callback_selection|callback_type: None
mode_selection|generator_selection|generator_type: FastaDNABatchGenerator
get_params: True
mode_selection|infile_json: keras01.json
mode_selection|learning_type: KerasGBatchClassifier
attributes: name
attributes: name
keras01.json
name