Workflow Type: Galaxy
Frozen
Galaxy Workflow created on Galaxy-E european instance, ecology.usegalaxy.eu, related to the Galaxy training tutorial "Deep learning to predict animal behavior" .
This workflow allows to analyze animal behavior data through deep learning.
Inputs
ID | Name | Description | Type |
---|---|---|---|
W1_oversample_tr_features.tsv | W1_oversample_tr_features.tsv | n/a |
|
W1_oversample_tr_labels.tsv | W1_oversample_tr_labels.tsv | n/a |
|
W1_te_features.tsv | W1_te_features.tsv | n/a |
|
W1_te_labels.tsv | W1_te_labels.tsv | n/a |
|
W1_val_labels.tsv | W1_val_labels.tsv | n/a |
|
labels.tsv | labels.tsv | n/a |
|
Steps
ID | Name | Description |
---|---|---|
6 | Create a deep learning model architecture | toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_config/keras_model_config/0.5.0 |
7 | Create a deep learning model architecture | toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_config/keras_model_config/0.5.0 |
8 | Create a deep learning model architecture | toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_config/keras_model_config/0.5.0 |
9 | Create a deep learning model architecture | toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_config/keras_model_config/0.5.0 |
10 | To categorical | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_to_categorical/sklearn_to_categorical/1.0.8.4 |
11 | Machine Learning Visualization Extension | toolshed.g2.bx.psu.edu/repos/bgruening/ml_visualization_ex/ml_visualization_ex/1.0.8.4 |
12 | Concatenate datasets | cat1 |
13 | Create deep learning model | toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_builder/keras_model_builder/0.5.0 |
14 | Create deep learning model | toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_builder/keras_model_builder/0.5.0 |
15 | Create deep learning model | toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_builder/keras_model_builder/0.5.0 |
16 | Create deep learning model | toolshed.g2.bx.psu.edu/repos/bgruening/keras_model_builder/keras_model_builder/0.5.0 |
17 | Deep learning training and evaluation | toolshed.g2.bx.psu.edu/repos/bgruening/keras_train_and_eval/keras_train_and_eval/1.0.8.3 |
18 | Deep learning training and evaluation | toolshed.g2.bx.psu.edu/repos/bgruening/keras_train_and_eval/keras_train_and_eval/1.0.8.3 |
19 | Deep learning training and evaluation | toolshed.g2.bx.psu.edu/repos/bgruening/keras_train_and_eval/keras_train_and_eval/1.0.8.3 |
20 | Deep learning training and evaluation | toolshed.g2.bx.psu.edu/repos/bgruening/keras_train_and_eval/keras_train_and_eval/1.0.8.3 |
21 | Evaluate a Fitted Model | toolshed.g2.bx.psu.edu/repos/bgruening/sklearn_fitted_model_eval/sklearn_fitted_model_eval/1.0.8.4 |
22 | Model Prediction | toolshed.g2.bx.psu.edu/repos/bgruening/model_prediction/model_prediction/1.0.8.4 |
23 | Model Prediction | toolshed.g2.bx.psu.edu/repos/bgruening/model_prediction/model_prediction/1.0.8.4 |
24 | Model Prediction | toolshed.g2.bx.psu.edu/repos/bgruening/model_prediction/model_prediction/1.0.8.4 |
25 | Machine Learning Visualization Extension | toolshed.g2.bx.psu.edu/repos/bgruening/ml_visualization_ex/ml_visualization_ex/1.0.8.4 |
26 | Model Prediction | toolshed.g2.bx.psu.edu/repos/bgruening/model_prediction/model_prediction/1.0.8.4 |
27 | Model Prediction | toolshed.g2.bx.psu.edu/repos/bgruening/model_prediction/model_prediction/1.0.8.4 |
28 | Remove beginning | Remove beginning1 |
29 | Remove beginning | Remove beginning1 |
30 | Machine Learning Visualization Extension | toolshed.g2.bx.psu.edu/repos/bgruening/ml_visualization_ex/ml_visualization_ex/1.0.8.4 |
31 | Remove beginning | Remove beginning1 |
32 | Table Compute | toolshed.g2.bx.psu.edu/repos/iuc/table_compute/table_compute/1.2.4+galaxy0 |
33 | Table Compute | toolshed.g2.bx.psu.edu/repos/iuc/table_compute/table_compute/1.2.4+galaxy0 |
34 | Table Compute | toolshed.g2.bx.psu.edu/repos/iuc/table_compute/table_compute/1.2.4+galaxy0 |
35 | Machine Learning Visualization Extension | toolshed.g2.bx.psu.edu/repos/bgruening/ml_visualization_ex/ml_visualization_ex/1.0.8.4 |
36 | Machine Learning Visualization Extension | toolshed.g2.bx.psu.edu/repos/bgruening/ml_visualization_ex/ml_visualization_ex/1.0.8.4 |
37 | Machine Learning Visualization Extension | toolshed.g2.bx.psu.edu/repos/bgruening/ml_visualization_ex/ml_visualization_ex/1.0.8.4 |
Version History
Version 1 (earliest) Created 9th Nov 2023 at 21:12 by Yvan Le Bras
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Version-1
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Views: 3392 Downloads: 212 Runs: 0
Created: 9th Nov 2023 at 21:12
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