├── README.md ├── gaussrank.py ├── hyperband ├── README.md ├── keras_mlp.py ├── load_data_for_regression.py └── main_regression_keras.py ├── hyperband_results.txt ├── hyperband_results_gaussrank.txt ├── hyperband_results_random_projections.txt ├── kin8nm ├── test.csv ├── test_gaussrank.csv ├── test_random_projections.csv ├── train.csv ├── train_gaussrank.csv ├── train_random_projections.csv ├── validation.csv ├── validation_gaussrank.csv └── validation_random_projections.csv ├── transform_gaussrank.py └── transform_random_projections.py /README.md: -------------------------------------------------------------------------------- 1 | GaussRank 2 | ========= 3 | 4 | Data and results of running Hyperband on kin8nm, two versions: original and transformed with GaussRank. Three, actually: random projections for comparison. 5 | 6 | hyperband - some files customized for running Hyperband on kin8nm 7 | kin8nm - data 8 | 9 | hyperband_results.txt 10 | hyperband_results_gaussrank.txt 11 | hyperband_results_random_projections.txt 12 | 13 | gaussrank.py - implementation of fit_transform() 14 | transform_gaussrank.py - transform kin8nm data with GaussRank 15 | transform_random_projections.py - transform kin8nm data with random projections 16 | -------------------------------------------------------------------------------- /gaussrank.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | 3 | "[a beginning of] scikit-learn compatible implementation of GaussRank" 4 | 5 | import numpy as np 6 | import matplotlib.pyplot as plt 7 | 8 | from scipy.special import erfinv 9 | 10 | class GaussRankScaler(): 11 | 12 | def __init__( self ): 13 | self.epsilon = 0.001 14 | self.lower = -1 + self.epsilon 15 | self.upper = 1 - self.epsilon 16 | self.range = self.upper - self.lower 17 | 18 | def fit_transform( self, X ): 19 | 20 | i = np.argsort( X, axis = 0 ) 21 | j = np.argsort( i, axis = 0 ) 22 | 23 | assert ( j.min() == 0 ).all() 24 | assert ( j.max() == len( j ) - 1 ).all() 25 | 26 | j_range = len( j ) - 1 27 | self.divider = j_range / self.range 28 | 29 | transformed = j / self.divider 30 | transformed = transformed - self.upper 31 | transformed = erfinv( transformed ) 32 | 33 | return transformed 34 | 35 | # just an example of output 36 | if __name__ == '__main__': 37 | # simulating normalized ranks from -0.99 to 0.99 38 | x = np.arange( -0.99, 1, 0.01 ) 39 | y = erfinv( x ) 40 | 41 | plt.hist( y ) 42 | -------------------------------------------------------------------------------- /hyperband/README.md: -------------------------------------------------------------------------------- 1 | Hyperband files for kin8nm 2 | ========================== 3 | 4 | keras_mlp.py - Keras MLP with some protection against nulls in predictions 5 | load_data_for_regression.py - an example of how to load kin8nm data 6 | main_regression_keras.py - main file to run 7 | 8 | These are just modified files. To run, you will need [Hyperband](https://github.com/zygmuntz/hyperband). 9 | -------------------------------------------------------------------------------- /hyperband/keras_mlp.py: -------------------------------------------------------------------------------- 1 | "function (and parameter space) definitions for hyperband" 2 | "regression with Keras (multilayer perceptron)" 3 | 4 | from common_defs import * 5 | 6 | # a dict with x_train, y_train, x_test, y_test 7 | from load_data_for_regression import data 8 | 9 | from keras.models import Sequential 10 | from keras.layers.core import Dense, Dropout 11 | from keras.layers.normalization import BatchNormalization as BatchNorm 12 | from keras.callbacks import EarlyStopping 13 | from keras.layers.advanced_activations import * 14 | 15 | from sklearn.preprocessing import StandardScaler, RobustScaler, MinMaxScaler, MaxAbsScaler 16 | 17 | # 18 | 19 | # TODO: advanced activations - 'leakyrelu', 'prelu', 'elu', 'thresholdedrelu', 'srelu' 20 | 21 | 22 | max_layers = 5 23 | max_layer_size = 100 24 | 25 | space = { 26 | 'scaler': hp.choice( 's', 27 | ( None, 'StandardScaler', 'RobustScaler', 'MinMaxScaler', 'MaxAbsScaler' )), 28 | 'n_layers': hp.quniform( 'ls', 1, max_layers, 1 ), 29 | #'layer_size': hp.quniform( 'ls', 5, 100, 1 ), 30 | #'activation': hp.choice( 'a', ( 'relu', 'sigmoid', 'tanh' )), 31 | 'init': hp.choice( 'i', ( 'uniform', 'normal', 'glorot_uniform', 32 | 'glorot_normal', 'he_uniform', 'he_normal' )), 33 | 'batch_size': hp.choice( 'bs', ( 16, 32, 64, 128, 256 )), 34 | 'shuffle': hp.choice( 'sh', ( False, True )), 35 | 'loss': hp.choice( 'l', ( 'mean_absolute_error', 'mean_squared_error' )), 36 | 'optimizer': hp.choice( 'o', ( 'rmsprop', 'adagrad', 'adadelta', 'adam', 'adamax' )) 37 | } 38 | 39 | # for each hidden layer, we choose size, activation and extras individually 40 | for i in range( 1, max_layers + 1 ): 41 | space[ 'layer_{}_size'.format( i )] = hp.quniform( 'ls{}'.format( i ), 42 | 2, max_layer_size, 1 ) 43 | space[ 'layer_{}_activation'.format( i )] = hp.choice( 'a{}'.format( i ), 44 | ( 'relu', 'sigmoid', 'tanh' )) 45 | space[ 'layer_{}_extras'.format( i )] = hp.choice( 'e{}'.format( i ), ( 46 | { 'name': 'dropout', 'rate': hp.uniform( 'd{}'.format( i ), 0.1, 0.5 )}, 47 | { 'name': 'batchnorm' }, 48 | { 'name': None } )) 49 | 50 | def get_params(): 51 | 52 | params = sample( space ) 53 | return handle_integers( params ) 54 | 55 | 56 | 57 | # 58 | 59 | # print hidden layers config in readable way 60 | def print_layers( params ): 61 | for i in range( 1, params['n_layers'] + 1 ): 62 | print "layer {} | size: {:>3} | activation: {:<7} | extras: {}".format( i, 63 | params['layer_{}_size'.format( i )], 64 | params['layer_{}_activation'.format( i )], 65 | params['layer_{}_extras'.format( i )]['name'] ), 66 | if params['layer_{}_extras'.format( i )]['name'] == 'dropout': 67 | print "- rate: {:.1%}".format( params['layer_{}_extras'.format( i )]['rate'] ), 68 | print 69 | 70 | def print_params( params ): 71 | pprint({ k: v for k, v in params.items() if not k.startswith( 'layer_' )}) 72 | print_layers( params ) 73 | print 74 | 75 | def try_params( n_iterations, params ): 76 | 77 | print "iterations:", n_iterations 78 | print_params( params ) 79 | 80 | y_train = data['y_train'] 81 | y_test = data['y_test'] 82 | 83 | if params['scaler']: 84 | scaler = eval( "{}()".format( params['scaler'] )) 85 | x_train_ = scaler.fit_transform( data['x_train'].astype( float )) 86 | x_test_ = scaler.transform( data['x_test'].astype( float )) 87 | else: 88 | x_train_ = data['x_train'] 89 | x_test_ = data['x_test'] 90 | 91 | input_dim = x_train_.shape[1] 92 | 93 | model = Sequential() 94 | model.add( Dense( params['layer_1_size'], init = params['init'], 95 | activation = params['layer_1_activation'], input_dim = input_dim )) 96 | 97 | for i in range( int( params['n_layers'] ) - 1 ): 98 | 99 | extras = 'layer_{}_extras'.format( i + 1 ) 100 | 101 | if params[extras]['name'] == 'dropout': 102 | model.add( Dropout( params[extras]['rate'] )) 103 | elif params[extras]['name'] == 'batchnorm': 104 | model.add( BatchNorm()) 105 | 106 | model.add( Dense( params['layer_{}_size'.format( i + 2 )], init = params['init'], 107 | activation = params['layer_{}_activation'.format( i + 2 )])) 108 | 109 | model.add( Dense( 1, init = params['init'], activation = 'linear' )) 110 | 111 | model.compile( optimizer = params['optimizer'], loss = params['loss'] ) 112 | 113 | #print model.summary() 114 | 115 | # 116 | 117 | validation_data = ( x_test_, y_test ) 118 | 119 | early_stopping = EarlyStopping( monitor = 'val_loss', patience = 5, verbose = 0 ) 120 | 121 | history = model.fit( x_train_, y_train, 122 | nb_epoch = int( round( n_iterations )), 123 | batch_size = params['batch_size'], 124 | shuffle = params['shuffle'], 125 | validation_data = validation_data, 126 | callbacks = [ early_stopping ]) 127 | 128 | # 129 | 130 | p = model.predict( x_train_, batch_size = params['batch_size'] ) 131 | 132 | nans_count = np.isnan( p ).sum() 133 | if nans_count > 0: 134 | print "NULLS IN PREDICTIONS FOR TRAIN ({})".format( nans_count ) 135 | loss = np.iinfo( int ).max 136 | return { 'loss': loss, 'rmse': loss, 'mae': loss, 'early_stop': model.stop_training } 137 | 138 | mse = MSE( y_train, p ) 139 | rmse = sqrt( mse ) 140 | mae = MAE( y_train, p ) 141 | 142 | 143 | print "\n# training | RMSE: {:.4f}, MAE: {:.4f}".format( rmse, mae ) 144 | 145 | # 146 | 147 | p = model.predict( x_test_, batch_size = params['batch_size'] ) 148 | 149 | nans_count = np.isnan( p ).sum() 150 | if nans_count > 0: 151 | print "NULLS IN PREDICTIONS FOR TEST ({})".format( nans_count ) 152 | loss = np.iinfo( int ).max 153 | return { 'loss': loss, 'rmse': loss, 'mae': loss, 'early_stop': model.stop_training } 154 | 155 | mse = MSE( y_test, p ) 156 | rmse = sqrt( mse ) 157 | mae = MAE( y_test, p ) 158 | 159 | print "# testing | RMSE: {:.4f}, MAE: {:.4f}".format( rmse, mae ) 160 | 161 | return { 'loss': rmse, 'rmse': rmse, 'mae': mae, 'early_stop': model.stop_training } 162 | 163 | 164 | -------------------------------------------------------------------------------- /hyperband/load_data_for_regression.py: -------------------------------------------------------------------------------- 1 | import numpy as np 2 | 3 | # comment out as needed 4 | 5 | # original 6 | train_file = 'data/kin8nm/train.csv' 7 | valid_file = 'data/kin8nm/validation.csv' 8 | test_file = 'data/kin8nm/test.csv' 9 | 10 | # gaussrank version 11 | train_file = 'data/kin8nm/train_gaussrank.csv' 12 | valid_file = 'data/kin8nm/validation_gaussrank.csv' 13 | test_file = 'data/kin8nm/test_gaussrank.csv' 14 | 15 | # random projections version 16 | train_file = 'data/kin8nm/train_random_projections.csv' 17 | valid_file = 'data/kin8nm/validation_random_projections.csv' 18 | test_file = 'data/kin8nm/test_random_projections.csv' 19 | 20 | print "loading {} and {}...".format( train_file, valid_file ) 21 | 22 | train = np.loadtxt( open( train_file ), delimiter = "," ) 23 | valid = np.loadtxt( open( valid_file ), delimiter = "," ) 24 | #test = np.loadtxt( open( test_file ), delimiter = "," ) 25 | 26 | y_train = train[:,-1] 27 | y_test = valid[:,-1] 28 | #y_test = test[:,-1] 29 | 30 | x_train = train[:,0:-1] 31 | x_test = valid[:,0:-1] 32 | #x_test = test[:,0:-1] 33 | 34 | data = { 'x_train': x_train, 'y_train': y_train, 'x_test': x_test, 'y_test': y_test } 35 | -------------------------------------------------------------------------------- /hyperband/main_regression_keras.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | 3 | "Tune hyperparameters for Keras MLP and kin8nm dataset" 4 | 5 | import sys 6 | import cPickle as pickle 7 | from pprint import pprint 8 | 9 | from hyperband import Hyperband 10 | from defs_regression.keras_mlp import get_params, try_params 11 | 12 | try: 13 | output_file = sys.argv[1] 14 | if not output_file.endswith( '.pkl' ): 15 | output_file += '.pkl' 16 | except IndexError: 17 | output_file = 'results.pkl' 18 | 19 | print "Will save results to", output_file 20 | 21 | # 22 | 23 | hb = Hyperband( get_params, try_params ) 24 | results = hb.run( skip_last = 1 ) 25 | 26 | print "{} total, best:\n".format( len( results )) 27 | 28 | for r in sorted( results, key = lambda x: x['loss'] )[:5]: 29 | print "loss: {:.2%} | {} seconds | {:.1f} iterations | run {} ".format( 30 | r['loss'], r['seconds'], r['iterations'], r['counter'] ) 31 | pprint( r['params'] ) 32 | print 33 | 34 | print "saving..." 35 | 36 | with open( output_file, 'wb' ) as f: 37 | pickle.dump( results, f ) 38 | -------------------------------------------------------------------------------- /hyperband_results.txt: -------------------------------------------------------------------------------- 1 | loss: 8.14% | 61 seconds | 27.0 iterations | run 118 2 | {'batch_size': 16, 3 | 'init': 'glorot_uniform', 4 | 'layer_1_activation': 'relu', 5 | 'layer_1_extras': {'name': None}, 6 | 'layer_1_size': 74, 7 | 'layer_2_activation': 'relu', 8 | 'layer_2_extras': {'name': 'dropout', 'rate': 0.2426479973188974}, 9 | 'layer_2_size': 90, 10 | 'layer_3_activation': 'tanh', 11 | 'layer_3_extras': {'name': 'batchnorm'}, 12 | 'layer_3_size': 26, 13 | 'layer_4_activation': 'sigmoid', 14 | 'layer_4_extras': {'name': 'dropout', 'rate': 0.30004912955088814}, 15 | 'layer_4_size': 36, 16 | 'layer_5_activation': 'sigmoid', 17 | 'layer_5_extras': {'name': 'batchnorm'}, 18 | 'layer_5_size': 93, 19 | 'loss': 'mean_absolute_error', 20 | 'n_layers': 2, 21 | 'optimizer': 'adam', 22 | 'scaler': 'StandardScaler', 23 | 'shuffle': False} 24 | 25 | loss: 9.76% | 81 seconds | 27.0 iterations | run 157 26 | {'batch_size': 16, 27 | 'init': 'normal', 28 | 'layer_1_activation': 'tanh', 29 | 'layer_1_extras': {'name': None}, 30 | 'layer_1_size': 21, 31 | 'layer_2_activation': 'relu', 32 | 'layer_2_extras': {'name': 'batchnorm'}, 33 | 'layer_2_size': 21, 34 | 'layer_3_activation': 'tanh', 35 | 'layer_3_extras': {'name': None}, 36 | 'layer_3_size': 65, 37 | 'layer_4_activation': 'sigmoid', 38 | 'layer_4_extras': {'name': 'dropout', 'rate': 0.47153755887611015}, 39 | 'layer_4_size': 37, 40 | 'layer_5_activation': 'sigmoid', 41 | 'layer_5_extras': {'name': None}, 42 | 'layer_5_size': 32, 43 | 'loss': 'mean_squared_error', 44 | 'n_layers': 3, 45 | 'optimizer': 'adadelta', 46 | 'scaler': None, 47 | 'shuffle': True} 48 | 49 | loss: 9.84% | 30 seconds | 27.0 iterations | run 159 50 | {'batch_size': 64, 51 | 'init': 'he_uniform', 52 | 'layer_1_activation': 'relu', 53 | 'layer_1_extras': {'name': None}, 54 | 'layer_1_size': 62, 55 | 'layer_2_activation': 'sigmoid', 56 | 'layer_2_extras': {'name': 'batchnorm'}, 57 | 'layer_2_size': 45, 58 | 'layer_3_activation': 'sigmoid', 59 | 'layer_3_extras': {'name': 'dropout', 'rate': 0.3667409889619454}, 60 | 'layer_3_size': 75, 61 | 'layer_4_activation': 'tanh', 62 | 'layer_4_extras': {'name': 'dropout', 'rate': 0.22817820492464957}, 63 | 'layer_4_size': 48, 64 | 'layer_5_activation': 'relu', 65 | 'layer_5_extras': {'name': 'dropout', 'rate': 0.36708033113150196}, 66 | 'layer_5_size': 78, 67 | 'loss': 'mean_squared_error', 68 | 'n_layers': 3, 69 | 'optimizer': 'adadelta', 70 | 'scaler': None, 71 | 'shuffle': False} 72 | 73 | loss: 9.89% | 68 seconds | 27.0 iterations | run 158 74 | {'batch_size': 16, 75 | 'init': 'glorot_uniform', 76 | 'layer_1_activation': 'tanh', 77 | 'layer_1_extras': {'name': 'dropout', 'rate': 0.2403204090602029}, 78 | 'layer_1_size': 91, 79 | 'layer_2_activation': 'sigmoid', 80 | 'layer_2_extras': {'name': 'dropout', 'rate': 0.4506200322378434}, 81 | 'layer_2_size': 72, 82 | 'layer_3_activation': 'sigmoid', 83 | 'layer_3_extras': {'name': 'batchnorm'}, 84 | 'layer_3_size': 68, 85 | 'layer_4_activation': 'relu', 86 | 'layer_4_extras': {'name': 'batchnorm'}, 87 | 'layer_4_size': 32, 88 | 'layer_5_activation': 'tanh', 89 | 'layer_5_extras': {'name': 'dropout', 'rate': 0.329170705851089}, 90 | 'layer_5_size': 36, 91 | 'loss': 'mean_absolute_error', 92 | 'n_layers': 2, 93 | 'optimizer': 'adam', 94 | 'scaler': None, 95 | 'shuffle': True} 96 | 97 | loss: 10.15% | 30 seconds | 9.0 iterations | run 109 98 | {'batch_size': 16, 99 | 'init': 'glorot_uniform', 100 | 'layer_1_activation': 'relu', 101 | 'layer_1_extras': {'name': None}, 102 | 'layer_1_size': 74, 103 | 'layer_2_activation': 'relu', 104 | 'layer_2_extras': {'name': 'dropout', 'rate': 0.2426479973188974}, 105 | 'layer_2_size': 90, 106 | 'layer_3_activation': 'tanh', 107 | 'layer_3_extras': {'name': 'batchnorm'}, 108 | 'layer_3_size': 26, 109 | 'layer_4_activation': 'sigmoid', 110 | 'layer_4_extras': {'name': 'dropout', 'rate': 0.30004912955088814}, 111 | 'layer_4_size': 36, 112 | 'layer_5_activation': 'sigmoid', 113 | 'layer_5_extras': {'name': 'batchnorm'}, 114 | 'layer_5_size': 93, 115 | 'loss': 'mean_absolute_error', 116 | 'n_layers': 2, 117 | 'optimizer': 'adam', 118 | 'scaler': 'StandardScaler', 119 | 'shuffle': False} 120 | 121 | -------------------------------------------------------------------------------- /hyperband_results_gaussrank.txt: -------------------------------------------------------------------------------- 1 | loss: 10.86% | 55 seconds | 27.0 iterations | run 170 2 | {'batch_size': 16, 3 | 'init': 'normal', 4 | 'layer_1_activation': 'tanh', 5 | 'layer_1_extras': {'name': None}, 6 | 'layer_1_size': 38, 7 | 'layer_2_activation': 'sigmoid', 8 | 'layer_2_extras': {'name': 'dropout', 'rate': 0.20170211935134447}, 9 | 'layer_2_size': 4, 10 | 'layer_3_activation': 'relu', 11 | 'layer_3_extras': {'name': 'batchnorm'}, 12 | 'layer_3_size': 46, 13 | 'layer_4_activation': 'relu', 14 | 'layer_4_extras': {'name': 'batchnorm'}, 15 | 'layer_4_size': 22, 16 | 'layer_5_activation': 'tanh', 17 | 'layer_5_extras': {'name': None}, 18 | 'layer_5_size': 75, 19 | 'loss': 'mean_squared_error', 20 | 'n_layers': 2, 21 | 'optimizer': 'adam', 22 | 'scaler': 'StandardScaler', 23 | 'shuffle': True} 24 | 25 | loss: 10.91% | 76 seconds | 27.0 iterations | run 118 26 | {'batch_size': 32, 27 | 'init': 'normal', 28 | 'layer_1_activation': 'tanh', 29 | 'layer_1_extras': {'name': 'dropout', 'rate': 0.18032882971936234}, 30 | 'layer_1_size': 90, 31 | 'layer_2_activation': 'relu', 32 | 'layer_2_extras': {'name': 'batchnorm'}, 33 | 'layer_2_size': 94, 34 | 'layer_3_activation': 'sigmoid', 35 | 'layer_3_extras': {'name': None}, 36 | 'layer_3_size': 86, 37 | 'layer_4_activation': 'tanh', 38 | 'layer_4_extras': {'name': 'dropout', 'rate': 0.2007834276208937}, 39 | 'layer_4_size': 46, 40 | 'layer_5_activation': 'tanh', 41 | 'layer_5_extras': {'name': None}, 42 | 'layer_5_size': 42, 43 | 'loss': 'mean_squared_error', 44 | 'n_layers': 4, 45 | 'optimizer': 'adamax', 46 | 'scaler': None, 47 | 'shuffle': True} 48 | 49 | loss: 11.24% | 24 seconds | 9.0 iterations | run 109 50 | {'batch_size': 32, 51 | 'init': 'normal', 52 | 'layer_1_activation': 'tanh', 53 | 'layer_1_extras': {'name': 'dropout', 'rate': 0.18032882971936234}, 54 | 'layer_1_size': 90, 55 | 'layer_2_activation': 'relu', 56 | 'layer_2_extras': {'name': 'batchnorm'}, 57 | 'layer_2_size': 94, 58 | 'layer_3_activation': 'sigmoid', 59 | 'layer_3_extras': {'name': None}, 60 | 'layer_3_size': 86, 61 | 'layer_4_activation': 'tanh', 62 | 'layer_4_extras': {'name': 'dropout', 'rate': 0.2007834276208937}, 63 | 'layer_4_size': 46, 64 | 'layer_5_activation': 'tanh', 65 | 'layer_5_extras': {'name': None}, 66 | 'layer_5_size': 42, 67 | 'loss': 'mean_squared_error', 68 | 'n_layers': 4, 69 | 'optimizer': 'adamax', 70 | 'scaler': None, 71 | 'shuffle': True} 72 | 73 | loss: 11.67% | 104 seconds | 27.0 iterations | run 159 74 | {'batch_size': 16, 75 | 'init': 'he_normal', 76 | 'layer_1_activation': 'tanh', 77 | 'layer_1_extras': {'name': 'batchnorm'}, 78 | 'layer_1_size': 57, 79 | 'layer_2_activation': 'relu', 80 | 'layer_2_extras': {'name': 'dropout', 'rate': 0.18806226220677247}, 81 | 'layer_2_size': 19, 82 | 'layer_3_activation': 'sigmoid', 83 | 'layer_3_extras': {'name': None}, 84 | 'layer_3_size': 94, 85 | 'layer_4_activation': 'relu', 86 | 'layer_4_extras': {'name': 'batchnorm'}, 87 | 'layer_4_size': 80, 88 | 'layer_5_activation': 'sigmoid', 89 | 'layer_5_extras': {'name': 'dropout', 'rate': 0.13864602906297244}, 90 | 'layer_5_size': 40, 91 | 'loss': 'mean_absolute_error', 92 | 'n_layers': 4, 93 | 'optimizer': 'rmsprop', 94 | 'scaler': 'StandardScaler', 95 | 'shuffle': True} 96 | 97 | loss: 11.73% | 37 seconds | 27.0 iterations | run 169 98 | {'batch_size': 64, 99 | 'init': 'he_normal', 100 | 'layer_1_activation': 'tanh', 101 | 'layer_1_extras': {'name': 'batchnorm'}, 102 | 'layer_1_size': 37, 103 | 'layer_2_activation': 'relu', 104 | 'layer_2_extras': {'name': None}, 105 | 'layer_2_size': 69, 106 | 'layer_3_activation': 'relu', 107 | 'layer_3_extras': {'name': None}, 108 | 'layer_3_size': 47, 109 | 'layer_4_activation': 'relu', 110 | 'layer_4_extras': {'name': None}, 111 | 'layer_4_size': 34, 112 | 'layer_5_activation': 'tanh', 113 | 'layer_5_extras': {'name': 'batchnorm'}, 114 | 'layer_5_size': 55, 115 | 'loss': 'mean_squared_error', 116 | 'n_layers': 5, 117 | 'optimizer': 'adamax', 118 | 'scaler': 'StandardScaler', 119 | 'shuffle': True} 120 | -------------------------------------------------------------------------------- /hyperband_results_random_projections.txt: -------------------------------------------------------------------------------- 1 | loss: 13.27% | 13 seconds | 27.0 iterations | run 169 2 | {'batch_size': 64, 3 | 'init': 'glorot_normal', 4 | 'layer_1_activation': 'relu', 5 | 'layer_1_extras': {'name': 'dropout', 'rate': 0.28185491287490083}, 6 | 'layer_1_size': 93, 7 | 'layer_2_activation': 'tanh', 8 | 'layer_2_extras': {'name': 'batchnorm'}, 9 | 'layer_2_size': 99, 10 | 'layer_3_activation': 'relu', 11 | 'layer_3_extras': {'name': None}, 12 | 'layer_3_size': 19, 13 | 'layer_4_activation': 'sigmoid', 14 | 'layer_4_extras': {'name': 'dropout', 'rate': 0.38620043181243446}, 15 | 'layer_4_size': 44, 16 | 'layer_5_activation': 'relu', 17 | 'layer_5_extras': {'name': 'batchnorm'}, 18 | 'layer_5_size': 61, 19 | 'loss': 'mean_absolute_error', 20 | 'n_layers': 4, 21 | 'optimizer': 'adam', 22 | 'scaler': 'MaxAbsScaler', 23 | 'shuffle': True} 24 | 25 | loss: 13.79% | 17 seconds | 27.0 iterations | run 118 26 | {'batch_size': 16, 27 | 'init': 'normal', 28 | 'layer_1_activation': 'relu', 29 | 'layer_1_extras': {'name': 'batchnorm'}, 30 | 'layer_1_size': 37, 31 | 'layer_2_activation': 'sigmoid', 32 | 'layer_2_extras': {'name': None}, 33 | 'layer_2_size': 85, 34 | 'layer_3_activation': 'sigmoid', 35 | 'layer_3_extras': {'name': 'batchnorm'}, 36 | 'layer_3_size': 69, 37 | 'layer_4_activation': 'sigmoid', 38 | 'layer_4_extras': {'name': 'batchnorm'}, 39 | 'layer_4_size': 44, 40 | 'layer_5_activation': 'sigmoid', 41 | 'layer_5_extras': {'name': 'batchnorm'}, 42 | 'layer_5_size': 88, 43 | 'loss': 'mean_squared_error', 44 | 'n_layers': 2, 45 | 'optimizer': 'adagrad', 46 | 'scaler': 'MaxAbsScaler', 47 | 'shuffle': True} 48 | 49 | loss: 13.92% | 9 seconds | 27.0 iterations | run 158 50 | {'batch_size': 16, 51 | 'init': 'he_normal', 52 | 'layer_1_activation': 'tanh', 53 | 'layer_1_extras': {'name': None}, 54 | 'layer_1_size': 16, 55 | 'layer_2_activation': 'tanh', 56 | 'layer_2_extras': {'name': None}, 57 | 'layer_2_size': 18, 58 | 'layer_3_activation': 'sigmoid', 59 | 'layer_3_extras': {'name': 'batchnorm'}, 60 | 'layer_3_size': 20, 61 | 'layer_4_activation': 'sigmoid', 62 | 'layer_4_extras': {'name': None}, 63 | 'layer_4_size': 88, 64 | 'layer_5_activation': 'sigmoid', 65 | 'layer_5_extras': {'name': 'batchnorm'}, 66 | 'layer_5_size': 64, 67 | 'loss': 'mean_absolute_error', 68 | 'n_layers': 3, 69 | 'optimizer': 'rmsprop', 70 | 'scaler': 'RobustScaler', 71 | 'shuffle': True} 72 | 73 | loss: 14.17% | 21 seconds | 27.0 iterations | run 159 74 | {'batch_size': 16, 75 | 'init': 'he_normal', 76 | 'layer_1_activation': 'tanh', 77 | 'layer_1_extras': {'name': None}, 78 | 'layer_1_size': 8, 79 | 'layer_2_activation': 'sigmoid', 80 | 'layer_2_extras': {'name': None}, 81 | 'layer_2_size': 75, 82 | 'layer_3_activation': 'tanh', 83 | 'layer_3_extras': {'name': None}, 84 | 'layer_3_size': 53, 85 | 'layer_4_activation': 'sigmoid', 86 | 'layer_4_extras': {'name': 'dropout', 'rate': 0.42126716652675933}, 87 | 'layer_4_size': 90, 88 | 'layer_5_activation': 'tanh', 89 | 'layer_5_extras': {'name': 'dropout', 'rate': 0.198670735465761}, 90 | 'layer_5_size': 68, 91 | 'loss': 'mean_squared_error', 92 | 'n_layers': 4, 93 | 'optimizer': 'adamax', 94 | 'scaler': None, 95 | 'shuffle': True} 96 | 97 | loss: 14.26% | 17 seconds | 27.0 iterations | run 157 98 | {'batch_size': 32, 99 | 'init': 'glorot_normal', 100 | 'layer_1_activation': 'relu', 101 | 'layer_1_extras': {'name': 'batchnorm'}, 102 | 'layer_1_size': 97, 103 | 'layer_2_activation': 'sigmoid', 104 | 'layer_2_extras': {'name': 'dropout', 'rate': 0.27900195445424664}, 105 | 'layer_2_size': 85, 106 | 'layer_3_activation': 'tanh', 107 | 'layer_3_extras': {'name': None}, 108 | 'layer_3_size': 53, 109 | 'layer_4_activation': 'tanh', 110 | 'layer_4_extras': {'name': 'batchnorm'}, 111 | 'layer_4_size': 41, 112 | 'layer_5_activation': 'tanh', 113 | 'layer_5_extras': {'name': None}, 114 | 'layer_5_size': 63, 115 | 'loss': 'mean_absolute_error', 116 | 'n_layers': 3, 117 | 'optimizer': 'adagrad', 118 | 'scaler': 'RobustScaler', 119 | 'shuffle': False} 120 | -------------------------------------------------------------------------------- /kin8nm/test.csv: -------------------------------------------------------------------------------- 1 | 0.52576581,1.5255593,-0.67358732,-0.4195961,-1.5565182,-1.1500165,-0.67409671,-1.1199496,0.67938934 2 | -0.48304739,0.98492065,-0.16008452,-0.16868901,0.8479473,-0.21918561,-0.42659888,1.2071212,0.94067874 3 | 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-0.16574832,-0.0041545038,-0.81413759,1.2800408,-1.5189634,1.3821723,1.4151064,1.4753369,0.75097251 820 | 1.2144354,1.2818883,0.55827667,-0.75136536,-0.22584288,-1.5139976,-0.78124938,-1.1524345,0.47582968 821 | 0.088789561,-0.34492769,-0.98133977,1.0048773,-0.69738488,1.1429215,1.3988882,-1.0474229,1.0732776 822 | -1.4170951,-0.30908264,-0.7498621,1.2671506,-0.078840125,1.4992739,0.51534334,-0.62340327,0.82936215 823 | -0.27916291,0.53570522,-0.21790481,0.77192209,0.2164391,-0.46510796,0.52083396,0.029274487,0.93646396 824 | -0.75074623,-0.9837219,-0.78122013,0.27843997,1.495131,-1.433967,-0.32608341,0.32535766,1.2491891 825 | -------------------------------------------------------------------------------- /transform_gaussrank.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | 3 | "transform kin8nm train, validation and test sets with gaussrank" 4 | 5 | import pandas as pd 6 | 7 | from gaussrank import * 8 | 9 | train_file = 'kin8nm/train.csv' 10 | val_file = 'kin8nm/validation.csv' 11 | test_file = 'kin8nm/test.csv' 12 | 13 | train_output_file = 'kin8nm/train_gaussrank.csv' 14 | val_output_file = 'kin8nm/validation_gaussrank.csv' 15 | test_output_file = 'kin8nm/test_gaussrank.csv' 16 | 17 | # 18 | 19 | train = pd.read_csv( train_file, header = None ) 20 | val = pd.read_csv( val_file, header = None ) 21 | test = pd.read_csv( test_file, header = None ) 22 | 23 | d = pd.concat(( train, val, test )) 24 | 25 | x_cols = d.columns[:-1] 26 | x = d[x_cols] 27 | 28 | s = GaussRankScaler() 29 | x_ = s.fit_transform( x ) 30 | assert x_.shape == x.shape 31 | 32 | d[x_cols] = x_ 33 | 34 | train_ = d[:len( train )] 35 | assert len( train_ ) == len( train ) 36 | 37 | val_ = d[len( train ):len( train ) + len( val )] 38 | assert len( val ) == len( val_ ) 39 | 40 | test_ = d[-len( test ):] 41 | assert len( test ) == len( test_ ) 42 | 43 | train_.to_csv( train_output_file, index = None, header = None ) 44 | val_.to_csv( val_output_file, index = None, header = None ) 45 | test_.to_csv( test_output_file, index = None, header = None ) 46 | -------------------------------------------------------------------------------- /transform_random_projections.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | 3 | "transform train, validation and test sets with random projections" 4 | 5 | import pandas as pd 6 | 7 | from sklearn.random_projection import GaussianRandomProjection as GRP 8 | 9 | train_file = 'kin8nm/train.csv' 10 | val_file = 'kin8nm/validation.csv' 11 | test_file = 'kin8nm/test.csv' 12 | 13 | train_output_file = 'kin8nm/train_random_projections.csv' 14 | val_output_file = 'kin8nm/validation_random_projections.csv' 15 | test_output_file = 'kin8nm/test_random_projections.csv' 16 | 17 | # 18 | 19 | train = pd.read_csv( train_file, header = None ) 20 | val = pd.read_csv( val_file, header = None ) 21 | test = pd.read_csv( test_file, header = None ) 22 | 23 | d = pd.concat(( train, val, test )) 24 | 25 | x_cols = d.columns[:-1] 26 | x = d[x_cols] 27 | 28 | s = GRP( n_components = x.shape[1] ) 29 | x_ = s.fit_transform( x ) 30 | assert x_.shape == x.shape 31 | 32 | d[x_cols] = x_ 33 | 34 | train_ = d[:len( train )] 35 | assert len( train_ ) == len( train ) 36 | 37 | val_ = d[len( train ):len( train ) + len( val )] 38 | assert len( val ) == len( val_ ) 39 | 40 | test_ = d[-len( test ):] 41 | assert len( test ) == len( test_ ) 42 | 43 | train_.to_csv( train_output_file, index = None, header = None ) 44 | val_.to_csv( val_output_file, index = None, header = None ) 45 | test_.to_csv( test_output_file, index = None, header = None ) 46 | --------------------------------------------------------------------------------