├── Chapter 01 ├── Chapter1_ex1_v2.py ├── Chapter1_ex2_v2.py └── Chapter1_ex3_v2.py ├── Chapter 02 └── Ch2Example.py ├── Chapter 03 └── mnist_chapter3_example.py ├── Chapter 04 └── restricted_boltzmann_machine.py ├── Chapter 05 ├── astro_chapter5.py ├── cifar_chapter5_example_convolution.py ├── mnist_chapter5_example.py └── mnist_chapter5_example_convolution.py ├── Chapter 06 └── language model │ ├── data_processing.py │ ├── data_reader.py │ ├── model.py │ ├── wap.txt │ └── war_and_peace.txt ├── Chapter 07 ├── connect_4.py ├── min_max.py ├── monte_carlo.py ├── policy_gradient.py ├── tic_tac_toe.py └── tic_tac_toe_x.py ├── Chapter 08 ├── actor_critic_advantage_cart_pole.py ├── actor_critic_baseline_cart_pole.py ├── deep_q_breakout.py ├── deep_q_cart_pole.py ├── deep_q_pong.py ├── q_learning_1d.py └── q_learning_1d_terminal.py ├── Chapter 09 ├── Chapter 9 - Anomaly Detection - ECG pulse detection.ipynb └── Chapter 9 - Anomaly Detection - MNIST ugly digit recognition.ipynb ├── LICENSE └── 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