├── .idea ├── deeplearning.iml ├── inspectionProfiles │ └── profiles_settings.xml ├── misc.xml ├── modules.xml └── vcs.xml ├── chapter02 ├── __init__.py ├── cntk_sample.py ├── keras_backend.py ├── tensorflow_sample.py └── theano_sample.py ├── chapter03 ├── __init__.py ├── pima-indians-diabetes.csv └── sequential_sample.py ├── chapter05 ├── __init__.py ├── auto_split.py ├── cross_validation.py ├── data_split.py └── pima-indians-diabetes.csv ├── chapter06 ├── __init__.py ├── cross_validation.py ├── grid_serach.py └── pima-indians-diabetes.csv ├── chapter07 ├── __init__.py └── iris_flower.py ├── chapter08 ├── __init__.py └── boston_house.py ├── chapter09 ├── __init__.py ├── bank-names.txt ├── bank.csv └── bank_marketing.py ├── chapter10 ├── __init__.py ├── checkpoint_best.py ├── checkpoint_improve.py ├── checkpoint_load.py ├── increment_update.py ├── json_model.py ├── model.increment.json ├── model.increment.json.h5 ├── model.json ├── model.json.h5 ├── model.yaml ├── model.yaml.h5 ├── train_history.py ├── weights-improvement-00-0.23.h5 ├── weights-improvement-01-0.00.h5 ├── weights-improvement-02-0.00.h5 ├── weights-improvement-03-0.00.h5 ├── weights-improvement-04-0.00.h5 ├── weights-improvement-05-0.00.h5 ├── weights-improvement-06-0.00.h5 ├── weights-improvement-07-0.00.h5 ├── weights-improvement-08-0.00.h5 ├── weights-improvement-09-0.00.h5 ├── weights-improvement-10-0.00.h5 ├── weights-improvement-100-0.77.h5 ├── weights-improvement-101-0.77.h5 ├── weights-improvement-102-0.73.h5 ├── weights-improvement-103-0.70.h5 ├── weights-improvement-104-0.73.h5 ├── weights-improvement-105-0.67.h5 ├── weights-improvement-106-0.70.h5 ├── weights-improvement-107-0.77.h5 ├── weights-improvement-108-0.73.h5 ├── weights-improvement-109-0.70.h5 ├── weights-improvement-11-0.00.h5 ├── weights-improvement-110-0.83.h5 ├── weights-improvement-111-0.77.h5 ├── weights-improvement-112-0.70.h5 ├── weights-improvement-113-0.70.h5 ├── weights-improvement-114-0.90.h5 ├── 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weights-improvement-94-0.73.h5 ├── weights-improvement-95-0.73.h5 ├── weights-improvement-96-0.67.h5 ├── weights-improvement-97-0.70.h5 ├── weights-improvement-98-0.70.h5 ├── weights-improvement-99-0.73.h5 ├── weights.best.h5 └── yaml_model.py ├── chapter11 ├── __init__.py ├── dropout_hidden.py ├── dropout_model.py ├── dropout_visal.py ├── learning_rate_linear.py └── learning_rate_log.py ├── chapter13 ├── __init__.py ├── minist_cnn_l.py ├── minist_cnn_s.py └── minist_mlp.py ├── chapter14 ├── Random_process.py ├── __init__.py ├── feature_standardization.py ├── image │ ├── oct_0_8594.png │ ├── oct_1_6209.png │ ├── oct_2_2157.png │ ├── oct_3_3875.png │ ├── oct_4_4015.png │ ├── oct_5_420.png │ ├── oct_6_2382.png │ ├── oct_7_5671.png │ └── oct_8_7100.png ├── sava_image.py ├── view_image.py └── zca_whitening.py ├── chapter15 ├── __init__.py ├── cnn_large.py ├── cnn_network_in_network.py ├── cnn_simple.py └── load_data.py ├── chapter16 ├── __init__.py ├── load_data.py ├── sentiment_cnn.py ├── 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