Added trained model data

Author: cwrod

.gitignore

@@ -4,5 +4,3 @@
 *.tree
 /dist
 /model_data
-/models/forward_models/saved
-/models/regime_models/saved

core_logic/RegimeClassifier.py

@@ -4,7 +4,7 @@
 import sklearn.metrics
 import numpy as np
 
-load_model = False	# Load the file from disk
+load_model = True	# Load the file from disk
 
 class RegimeClassifier:
 	"""

core_logic/Regressor.py

@@ -14,7 +14,7 @@
 import numpy as np
 import sklearn.metrics
 
-load_model = False	# Load the file from disk
+load_model = True	# Load the file from disk
 
 class Regressor:
 	"""

models/forward_models/saved/droplet_size1.h5

@@ -0,0 +1 @@
+{"config": {"name": "sequential_2", "layers": [{"config": {"name": "dense_6", "activation": "relu", "bias_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_regularizer": null, "use_bias": true, "dtype": "float32", "batch_input_shape": [null, 8], "kernel_regularizer": null, "activity_regularizer": null, "trainable": true, "units": 16}, "class_name": "Dense"}, {"config": {"name": "dense_7", "activation": "relu", "bias_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_regularizer": null, "use_bias": true, "activity_regularizer": null, "kernel_regularizer": null, "trainable": true, "units": 16}, "class_name": "Dense"}, {"config": {"name": "dense_8", "activation": "relu", "bias_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_regularizer": null, "use_bias": true, "activity_regularizer": null, "kernel_regularizer": null, "trainable": true, "units": 16}, "class_name": "Dense"}, {"config": {"name": "dense_9", "activation": "relu", "bias_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_regularizer": null, "use_bias": true, "activity_regularizer": null, "kernel_regularizer": null, "trainable": true, "units": 8}, "class_name": "Dense"}, {"config": {"name": "dense_10", "activation": "linear", "bias_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_regularizer": null, "use_bias": true, "activity_regularizer": null, "kernel_regularizer": null, "trainable": true, "units": 1}, "class_name": "Dense"}]}, "keras_version": "2.2.4", "backend": "tensorflow", "class_name": "Sequential"}

models/forward_models/saved/droplet_size1.json

@@ -0,0 +1 @@
+{"config": {"name": "sequential_4", "layers": [{"config": {"name": "dense_16", "activation": "relu", "bias_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_regularizer": null, "use_bias": true, "dtype": "float32", "batch_input_shape": [null, 8], "kernel_regularizer": null, "activity_regularizer": null, "trainable": true, "units": 16}, "class_name": "Dense"}, {"config": {"name": "dense_17", "activation": "relu", "bias_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_regularizer": null, "use_bias": true, "activity_regularizer": null, "kernel_regularizer": null, "trainable": true, "units": 16}, "class_name": "Dense"}, {"config": {"name": "dense_18", "activation": "relu", "bias_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_regularizer": null, "use_bias": true, "activity_regularizer": null, "kernel_regularizer": null, "trainable": true, "units": 16}, "class_name": "Dense"}, {"config": {"name": "dense_19", "activation": "relu", "bias_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_regularizer": null, "use_bias": true, "activity_regularizer": null, "kernel_regularizer": null, "trainable": true, "units": 8}, "class_name": "Dense"}, {"config": {"name": "dense_20", "activation": "linear", "bias_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_regularizer": null, "use_bias": true, "activity_regularizer": null, "kernel_regularizer": null, "trainable": true, "units": 1}, "class_name": "Dense"}]}, "keras_version": "2.2.4", "backend": "tensorflow", "class_name": "Sequential"}

models/forward_models/saved/droplet_size2.h5

@@ -0,0 +1 @@
+{"config": {"name": "sequential_1", "layers": [{"config": {"name": "dense_1", "activation": "relu", "bias_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_regularizer": null, "use_bias": true, "dtype": "float32", "batch_input_shape": [null, 8], "kernel_regularizer": null, "activity_regularizer": null, "trainable": true, "units": 32}, "class_name": "Dense"}, {"config": {"name": "dense_2", "activation": "relu", "bias_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_regularizer": null, "use_bias": true, "activity_regularizer": null, "kernel_regularizer": null, "trainable": true, "units": 16}, "class_name": "Dense"}, {"config": {"name": "dense_3", "activation": "relu", "bias_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_regularizer": null, "use_bias": true, "activity_regularizer": null, "kernel_regularizer": null, "trainable": true, "units": 16}, "class_name": "Dense"}, {"config": {"name": "dense_4", "activation": "relu", "bias_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_regularizer": null, "use_bias": true, "activity_regularizer": null, "kernel_regularizer": null, "trainable": true, "units": 8}, "class_name": "Dense"}, {"config": {"name": "dense_5", "activation": "linear", "bias_constraint": null, "bias_initializer": {"config": {}, "class_name": "Zeros"}, "kernel_constraint": null, "kernel_initializer": {"config": {"scale": 1.0, "seed": null, "mode": "fan_avg", "distribution": "uniform"}, "class_name": "VarianceScaling"}, "bias_regularizer": null, "use_bias": true, "activity_regularizer": null, "kernel_regularizer": null, "trainable": true, "units": 1}, "class_name": "Dense"}]}, "keras_version": "2.2.4", "backend": "tensorflow", "class_name": "Sequential"}