Mercurial > repos > bgruening > sklearn_stacking_ensemble_models

comparison test-data/keras_params04.tabular @ 7:a2e4a45c6083 draft

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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 6bb8bb56f44769dcba665de057c35d74ac89e196"
author bgruening
date Mon, 16 Dec 2019 08:14:20 -0500
parents 22560cf810b8
children ac40a2fe5750
comparison
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6:fb424213e9dd 7:a2e4a45c6083
5 @ beta_2 beta_2: 0.999 5 @ beta_2 beta_2: 0.999
6 @ callbacks callbacks: [{'callback_selection': {'callback_type': 'None'}}] 6 @ callbacks callbacks: [{'callback_selection': {'callback_type': 'None'}}]
7 @ config config: {'name': 'sequential_1', 'layers': [{'class_name': 'Dense', 'config': {'name': 'dense_1', 'trainable 7 @ config config: {'name': 'sequential_1', 'layers': [{'class_name': 'Dense', 'config': {'name': 'dense_1', 'trainable
8 @ decay decay: 0.0 8 @ decay decay: 0.0
9 @ epochs epochs: 100 9 @ epochs epochs: 100
10 @ epsilon epsilon: None
11 @ layers_0_Dense layers_0_Dense: {'class_name': 'Dense', 'config': {'name': 'dense_1', 'trainable': True, 'batch_input_shape': [None, 10 @ layers_0_Dense layers_0_Dense: {'class_name': 'Dense', 'config': {'name': 'dense_1', 'trainable': True, 'batch_input_shape': [None,
12 @ layers_1_Activation layers_1_Activation: {'class_name': 'Activation', 'config': {'name': 'activation_1', 'trainable': True, 'activation': 'li 11 @ layers_1_Activation layers_1_Activation: {'class_name': 'Activation', 'config': {'name': 'activation_1', 'trainable': True, 'dtype': 'float32
13 @ layers_2_Dense layers_2_Dense: {'class_name': 'Dense', 'config': {'name': 'dense_2', 'trainable': True, 'units': 1, 'activation': ' 12 @ layers_2_Dense layers_2_Dense: {'class_name': 'Dense', 'config': {'name': 'dense_2', 'trainable': True, 'dtype': 'float32', 'units'
14 @ layers_3_Activation layers_3_Activation: {'class_name': 'Activation', 'config': {'name': 'activation_2', 'trainable': True, 'activation': 'li 13 @ layers_3_Activation layers_3_Activation: {'class_name': 'Activation', 'config': {'name': 'activation_2', 'trainable': True, 'dtype': 'float32
15 @ loss loss: 'mean_squared_error' 14 @ loss loss: 'mean_squared_error'
16 @ lr lr: 0.001 15 @ lr lr: 0.001
17 @ metrics metrics: ['mse'] 16 @ metrics metrics: ['mse']
18 @ model_type model_type: 'sequential' 17 @ model_type model_type: 'sequential'
19 @ momentum momentum: None 18 @ momentum momentum: None
49 * layers_0_Dense__config__name layers_0_Dense__config__name: 'dense_1' 48 * layers_0_Dense__config__name layers_0_Dense__config__name: 'dense_1'
50 @ layers_0_Dense__config__trainable layers_0_Dense__config__trainable: True 49 @ layers_0_Dense__config__trainable layers_0_Dense__config__trainable: True
51 @ layers_0_Dense__config__units layers_0_Dense__config__units: 32 50 @ layers_0_Dense__config__units layers_0_Dense__config__units: 32
52 @ layers_0_Dense__config__use_bias layers_0_Dense__config__use_bias: True 51 @ layers_0_Dense__config__use_bias layers_0_Dense__config__use_bias: True
53 * layers_1_Activation__class_name layers_1_Activation__class_name: 'Activation' 52 * layers_1_Activation__class_name layers_1_Activation__class_name: 'Activation'
54 @ layers_1_Activation__config layers_1_Activation__config: {'name': 'activation_1', 'trainable': True, 'activation': 'linear'} 53 @ layers_1_Activation__config layers_1_Activation__config: {'name': 'activation_1', 'trainable': True, 'dtype': 'float32', 'activation': 'linear'}
55 @ layers_1_Activation__config__activation layers_1_Activation__config__activation: 'linear' 54 @ layers_1_Activation__config__activation layers_1_Activation__config__activation: 'linear'
55 @ layers_1_Activation__config__dtype layers_1_Activation__config__dtype: 'float32'
56 * layers_1_Activation__config__name layers_1_Activation__config__name: 'activation_1' 56 * layers_1_Activation__config__name layers_1_Activation__config__name: 'activation_1'
57 @ layers_1_Activation__config__trainable layers_1_Activation__config__trainable: True 57 @ layers_1_Activation__config__trainable layers_1_Activation__config__trainable: True
58 * layers_2_Dense__class_name layers_2_Dense__class_name: 'Dense' 58 * layers_2_Dense__class_name layers_2_Dense__class_name: 'Dense'
59 @ layers_2_Dense__config layers_2_Dense__config: {'name': 'dense_2', 'trainable': True, 'units': 1, 'activation': 'linear', 'use_bias': True, 'kernel 59 @ layers_2_Dense__config layers_2_Dense__config: {'name': 'dense_2', 'trainable': True, 'dtype': 'float32', 'units': 1, 'activation': 'linear', 'use_
60 @ layers_2_Dense__config__activation layers_2_Dense__config__activation: 'linear' 60 @ layers_2_Dense__config__activation layers_2_Dense__config__activation: 'linear'
61 @ layers_2_Dense__config__activity_regularizer layers_2_Dense__config__activity_regularizer: None 61 @ layers_2_Dense__config__activity_regularizer layers_2_Dense__config__activity_regularizer: None
62 @ layers_2_Dense__config__bias_constraint layers_2_Dense__config__bias_constraint: None 62 @ layers_2_Dense__config__bias_constraint layers_2_Dense__config__bias_constraint: None
63 @ layers_2_Dense__config__bias_initializer layers_2_Dense__config__bias_initializer: {'class_name': 'Zeros', 'config': {}} 63 @ layers_2_Dense__config__bias_initializer layers_2_Dense__config__bias_initializer: {'class_name': 'Zeros', 'config': {}}
64 * layers_2_Dense__config__bias_initializer__class_name layers_2_Dense__config__bias_initializer__class_name: 'Zeros' 64 * layers_2_Dense__config__bias_initializer__class_name layers_2_Dense__config__bias_initializer__class_name: 'Zeros'
65 @ layers_2_Dense__config__bias_initializer__config layers_2_Dense__config__bias_initializer__config: {} 65 @ layers_2_Dense__config__bias_initializer__config layers_2_Dense__config__bias_initializer__config: {}
66 @ layers_2_Dense__config__bias_regularizer layers_2_Dense__config__bias_regularizer: None 66 @ layers_2_Dense__config__bias_regularizer layers_2_Dense__config__bias_regularizer: None
67 @ layers_2_Dense__config__dtype layers_2_Dense__config__dtype: 'float32'
67 @ layers_2_Dense__config__kernel_constraint layers_2_Dense__config__kernel_constraint: None 68 @ layers_2_Dense__config__kernel_constraint layers_2_Dense__config__kernel_constraint: None
68 @ layers_2_Dense__config__kernel_initializer layers_2_Dense__config__kernel_initializer: {'class_name': 'VarianceScaling', 'config': {'scale': 1.0, 'mode': 'fan_avg', 'distribution': 'unifo 69 @ layers_2_Dense__config__kernel_initializer layers_2_Dense__config__kernel_initializer: {'class_name': 'VarianceScaling', 'config': {'scale': 1.0, 'mode': 'fan_avg', 'distribution': 'unifo
69 * layers_2_Dense__config__kernel_initializer__class_name layers_2_Dense__config__kernel_initializer__class_name: 'VarianceScaling' 70 * layers_2_Dense__config__kernel_initializer__class_name layers_2_Dense__config__kernel_initializer__class_name: 'VarianceScaling'
70 @ layers_2_Dense__config__kernel_initializer__config layers_2_Dense__config__kernel_initializer__config: {'scale': 1.0, 'mode': 'fan_avg', 'distribution': 'uniform', 'seed': None} 71 @ layers_2_Dense__config__kernel_initializer__config layers_2_Dense__config__kernel_initializer__config: {'scale': 1.0, 'mode': 'fan_avg', 'distribution': 'uniform', 'seed': None}
71 @ layers_2_Dense__config__kernel_initializer__config__distribution layers_2_Dense__config__kernel_initializer__config__distribution: 'uniform' 72 @ layers_2_Dense__config__kernel_initializer__config__distribution layers_2_Dense__config__kernel_initializer__config__distribution: 'uniform'
76 * layers_2_Dense__config__name layers_2_Dense__config__name: 'dense_2' 77 * layers_2_Dense__config__name layers_2_Dense__config__name: 'dense_2'
77 @ layers_2_Dense__config__trainable layers_2_Dense__config__trainable: True 78 @ layers_2_Dense__config__trainable layers_2_Dense__config__trainable: True
78 @ layers_2_Dense__config__units layers_2_Dense__config__units: 1 79 @ layers_2_Dense__config__units layers_2_Dense__config__units: 1
79 @ layers_2_Dense__config__use_bias layers_2_Dense__config__use_bias: True 80 @ layers_2_Dense__config__use_bias layers_2_Dense__config__use_bias: True
80 * layers_3_Activation__class_name layers_3_Activation__class_name: 'Activation' 81 * layers_3_Activation__class_name layers_3_Activation__class_name: 'Activation'
81 @ layers_3_Activation__config layers_3_Activation__config: {'name': 'activation_2', 'trainable': True, 'activation': 'linear'} 82 @ layers_3_Activation__config layers_3_Activation__config: {'name': 'activation_2', 'trainable': True, 'dtype': 'float32', 'activation': 'linear'}
82 @ layers_3_Activation__config__activation layers_3_Activation__config__activation: 'linear' 83 @ layers_3_Activation__config__activation layers_3_Activation__config__activation: 'linear'
84 @ layers_3_Activation__config__dtype layers_3_Activation__config__dtype: 'float32'
83 * layers_3_Activation__config__name layers_3_Activation__config__name: 'activation_2' 85 * layers_3_Activation__config__name layers_3_Activation__config__name: 'activation_2'
84 @ layers_3_Activation__config__trainable layers_3_Activation__config__trainable: True 86 @ layers_3_Activation__config__trainable layers_3_Activation__config__trainable: True
85 Note: @, params eligible for search in searchcv tool. 87 Note: @, params eligible for search in searchcv tool.