Animal dive prediction using deep learning
Version 1

Workflow Type: Galaxy

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
  • File
W1_oversample_tr_labels.tsv W1_oversample_tr_labels.tsv n/a
  • File
W1_te_features.tsv W1_te_features.tsv n/a
  • File
W1_te_labels.tsv W1_te_labels.tsv n/a
  • File
W1_val_labels.tsv W1_val_labels.tsv n/a
  • File
labels.tsv labels.tsv n/a
  • File

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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Created: 9th Nov 2023 at 21:12

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