Intro_To_Deep_Learning
1.0

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Workflow Type: Galaxy

Introduction to Deep Learning

Associated Tutorial

This workflows is part of the tutorial Introduction to deep learning, available in the GTN

Thanks to...

Tutorial Author(s): Anup Kumar, Alireza Khanteymoori

Tutorial Contributor(s): Saskia Hiltemann, Fabio Cumbo, Björn Grüning, Martin Čech, Armin Dadras

Funder(s): ELIXIR Europe, de.NBI, University of Freiburg

Grants(s): EuroScienceGateway

SEEK ID: https://workflowhub.eu/workflows/1637?version=1

DOI: 10.48546/workflowhub.workflow.1637.1

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/0.5.0
5	Create deep learning model	toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_builder/keras_model_builder/0.5.0
6	Deep learning training and evaluation	toolshed.g2.bx.psu.edu/repos/bgruening/keras_train_and_eval/keras_train_and_eval/1.0.8.2
7	Model Prediction	toolshed.g2.bx.psu.edu/repos/bgruening/model_prediction/model_prediction/1.0.8.2
8	Machine Learning Visualization Extension	toolshed.g2.bx.psu.edu/repos/bgruening/ml_visualization_ex/ml_visualization_ex/1.0.8.2

Version History

1.0 (earliest) Created 2nd Jun 2025 at 11:02 by GTN Bot

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Frozen 1.0 b7f8ef6

Creators and Submitter

Creators

Anup Kumar
Alireza Khanteymoori

Submitter

GTN Bot

Discussion Channel

GTN Matrix

Tool

scikit-learn

Citation

Kumar, A., & Khanteymoori, A. (2025). Intro_To_Deep_Learning. WorkflowHub. https://doi.org/10.48546/WORKFLOWHUB.WORKFLOW.1637.1

License

Creative Commons Attribution 4.0 International (CC-BY-4.0)

Activity

Views: 1262 Downloads: 167 Runs: 0

Created: 2nd Jun 2025 at 11:02

Last updated: 25th Jul 2025 at 14:06

Intro_To_Deep_Learning 1.0