Intro_To_Deep_Learning
statistics-intro_deep_learning/intro-to-deep-learning
Launch in Tutorial Mode
question
galaxy-download Download
galaxy-download Download
flowchart TD 0["ℹ️ Input Dataset\nX_test"]; style 0 stroke:#2c3143,stroke-width:4px; 1["ℹ️ Input Dataset\nX_train"]; style 1 stroke:#2c3143,stroke-width:4px; 2["ℹ️ Input Dataset\ny_test"]; style 2 stroke:#2c3143,stroke-width:4px; 3["ℹ️ Input Dataset\ny_train"]; style 3 stroke:#2c3143,stroke-width:4px; 4["Create a deep learning model architecture"]; 5["Create deep learning model"]; 4 -->|outfile| 5; 6["Deep learning training and evaluation"]; 5 -->|outfile| 6; 1 -->|output| 6; 3 -->|output| 6; 7["Model Prediction"]; 6 -->|outfile_object| 7; 6 -->|outfile_weights| 7; 0 -->|output| 7; 8["Machine Learning Visualization Extension"]; 7 -->|outfile_predict| 8; 2 -->|output| 8;
Inputs
Input | Label |
---|---|
Input dataset | X_test |
Input dataset | X_train |
Input dataset | y_test |
Input dataset | y_train |
Outputs
From | Output | Label |
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Tools
To use these workflows in Galaxy you can either click the links to download the workflows, or you can right-click and copy the link to the workflow which can be used in the Galaxy form to import workflows.
Importing into Galaxy
Below are the instructions for importing these workflows directly into your Galaxy server of choice to start using them!Hands-on: Importing a workflow
- Click on Workflow on the top menu bar of Galaxy. You will see a list of all your workflows.
- Click on galaxy-upload Import at the top-right of the screen
- Provide your workflow
- Option 1: Paste the URL of the workflow into the box labelled “Archived Workflow URL”
- Option 2: Upload the workflow file in the box labelled “Archived Workflow File”
- Click the Import workflow button
Below is a short video demonstrating how to import a workflow from GitHub using this procedure:
Video: Importing a workflow from URL
Version History
Version | Commit | Time | Comments |
---|---|---|---|
4 | 662ff1625 | 2021-01-26 14:24:23 | Fixed input data labels (they were one off) |
3 | 6069e5afb | 2021-01-25 19:32:14 | Added label for input data. |
2 | 3250de162 | 2021-01-23 16:10:38 | Tagged the workflow and added a title. |
1 | 55c3b30a5 | 2021-01-22 21:39:50 | Added workflow to Deep Learning Tutorial |
For Admins
Installing the workflow tools
wget https://training.galaxyproject.org/training-material/topics/statistics/tutorials/intro_deep_learning/workflows/Intro_To_Deep_Learning.ga -O workflow.ga workflow-to-tools -w workflow.ga -o tools.yaml shed-tools install -g GALAXY -a API_KEY -t tools.yaml workflow-install -g GALAXY -a API_KEY -w workflow.ga --publish-workflows