├── .gitignore ├── LICENSE ├── README ├── ch1.헬로 파이썬 ├── 1.5.numpy.py ├── 1.6.matplotlib.py └── 1.헬로 파이썬.ipynb ├── ch2.퍼셉트론 ├── 2.3.퍼셉트론_구현하기.py └── 2.퍼셉트론.ipynb ├── ch3.신경망 ├── 3.2.활성화함수.py ├── 3.3.다차원 배열의 계산.py ├── 3.4.3층 신경망 구현하기.py ├── 3.5.출력층 설계하기.py ├── 3.6.손글씨 숫자 인식.py ├── mnist_show.py └── sample_weight.pkl ├── ch4.신경망 학습 ├── 4.2.3 미니배치 학습.py ├── 4.2.손실 함수.py ├── 4.3.수치 미분.py ├── 4.4.기울기.py ├── 4.5.학습 알고리즘 구현하기.py ├── gradient_simplenet.py ├── train_neuralnet.py └── two_layer_net.py ├── ch5.오차역전파법 ├── 5.1.계산 그래프.py ├── 5.2.연쇄법칙.py ├── 5.4.단순한 계층 구현하기.py ├── 5.5.활성화 함수 계층 구현하기.py ├── 5.7. 오차역전파법 구현하기.py ├── 5.7.4.오차역전파법을 사용한 학습 구현하기.py └── two_layer_net.py ├── ch6.학습 관련 기술들 ├── 6.1.매개변수 갱신.py ├── 6.2.가중치의 초깃값.py ├── 6.3.배치 정규화.py ├── 6.4.바른 학습을 위해.py ├── batch_norm_test.py ├── hyperparameter_optimization.py ├── optimizer_compare_mnist.py ├── optimizer_compare_naive.py ├── overfit_dropout.py ├── overfit_weight_decay.py ├── weight_init_activation_histogram.py └── weight_init_compare.py ├── ch7.CNN ├── 7.1.전체 구조.py ├── 7.4.3.합성곱 계층 구현하기.py ├── 7.5.CNN 구현하기.py ├── 7.6.CNN 시각화하기.py ├── apply_filter.py ├── params.pkl ├── simple_convnet.py ├── train_convnet.py └── visualize_filter.py ├── ch8.딥러닝 ├── 8.딥러닝.py ├── deep_convnet.py ├── deep_convnet_params.pkl ├── half_float_network.py ├── misclassified_mnist.py └── train_deepnet.py ├── common ├── __init__.py ├── functions.py ├── gradient.py ├── layers.py ├── multi_layer_net.py ├── multi_layer_net_extend.py ├── optimizer.py ├── trainer.py └── util.py ├── dataset ├── lena.png ├── lena_gray.png ├── mnist.pkl ├── mnist.py ├── t10k-images-idx3-ubyte.gz ├── t10k-labels-idx1-ubyte.gz ├── train-images-idx3-ubyte.gz └── train-labels-idx1-ubyte.gz └── images ├── e 2.1.png ├── e 2.2.png ├── e 2.3.png ├── e 3.1.png ├── e 3.10.png ├── e 3.11.png ├── e 3.2.png ├── e 3.3.png ├── e 3.4.png ├── e 3.5.png ├── e 3.6.png ├── e 3.7.png ├── e 3.8.png ├── e 3.9.png ├── e 4.1.png ├── e 4.2.png ├── e 4.3.png ├── e 4.4.png ├── e 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