Mercurial > repos > bgruening > sklearn_generalized_linear
comparison test-data/keras_params04.tabular @ 31:a8c7b9fa426c draft
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 5b2ac730ec6d3b762faa9034eddd19ad1b347476"
author | bgruening |
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date | Mon, 16 Dec 2019 05:29:33 -0500 |
parents | 9d3a024cf2da |
children | 602edec75e1d |
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30:67881a837f46 | 31:a8c7b9fa426c |
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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. |