Intro_To_CNN_v1.0.11.0
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Workflow Type: Galaxy

Associated Tutorial

This workflows is part of the tutorial Intro_To_CNN_v1.0.11.0, available in the GTN

Features

Includes Galaxy Workflow Tests

Thanks to...

Tutorial Author(s): Kaivan Kamali

Workflow Author(s): Kaivan Kamali

SEEK ID: https://dev.workflowhub.eu/workflows/1313?version=2

Inputs

ID	Name	Description	Type
X_test	X_test	n/a	File
X_train	X_train	n/a	File
y_test	y_test	n/a	File
y_train	y_train	n/a	File

Steps

ID	Name	Description
4	Create a deep learning model architecture	toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_config/keras_model_config/1.0.10.0
5	To categorical	toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_to_categorical/sklearn_to_categorical/1.0.10.0
6	Create deep learning model	toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_builder/keras_model_builder/1.0.10.0
7	Deep learning training and evaluation	toolshed.g2.bx.psu.edu/repos/bgruening/keras_train_and_eval/keras_train_and_eval/1.0.11.0
8	Model Prediction	toolshed.g2.bx.psu.edu/repos/bgruening/model_prediction/model_prediction/1.0.11.0
9	Machine Learning Visualization Extension	toolshed.g2.bx.psu.edu/repos/bgruening/ml_visualization_ex/ml_visualization_ex/1.0.11.0

Version History

1.0 (latest) Created 16th Jul 2024 at 14:07 by Helena Rasche

Added/updated 4 files

Open master 594b2c5

2.0 (earliest) Created 25th Jun 2024 at 11:23 by Helena Rasche

Added/updated 4 files

Frozen 2.0 42985d8

Creators and Submitter

Creators

Not specified

Submitter

Helena Rasche

Discussion Channel

GTN Matrix

Tool

scikit-learn

License

Creative Commons Attribution 4.0 International

Activity

Views: 527 Downloads: 191

Created: 25th Jun 2024 at 11:23

Last updated: 25th Jun 2024 at 11:23

Intro_To_CNN_v1.0.11.0 1.0 (latest) 1.0 (latest) 2.0 (earliest)