├── LICENSE ├── README.md ├── appendix ├── README.md ├── intro2np.ipynb ├── intro2plt.ipynb ├── intro2python.ipynb ├── intro2tf.ipynb ├── intro2torch.ipynb └── rl_tutorial.ipynb ├── codes ├── RLmaze │ ├── agents.py │ ├── env.py │ ├── optimizers.py │ ├── planning.py │ └── policies.py └── section1.py ├── section1 ├── 1-1.ipynb ├── 1-2.ipynb ├── 1-3.ipynb ├── README.md └── codes │ ├── RLmaze │ ├── agents.py │ ├── env.py │ ├── optimizers.py │ ├── planning.py │ └── policies.py │ └── section1.py ├── section2 ├── 1.jpg ├── 2-1.ipynb ├── 2-2.ipynb ├── 2-3.ipynb ├── 2-4.ipynb ├── 2.jpg ├── 3.jpg ├── 4.jpg ├── 5.jpg ├── 6.jpg ├── README.md ├── gap.jpg └── gap2.jpg ├── section3 ├── 3-1.ipynb ├── 3-1_torch.ipynb ├── 3-2.ipynb ├── 3-2_torch.ipynb ├── 3-3.ipynb ├── 3-4.ipynb ├── README.md ├── lin.jpg ├── nn.jpg ├── sigma.jpg ├── various_lin.jpg └── vect.jpg ├── section4 ├── 2d1.jpg ├── 2d2.jpg ├── 2d3.jpg ├── 2d4.jpg ├── 4-1.ipynb ├── 4-2.ipynb ├── 4-3.ipynb ├── README.md ├── color_conv.jpg ├── conv.jpg ├── gate.jpg ├── general_conv.jpg ├── markov.jpg ├── markov2.jpg ├── markov3.jpg ├── markov4.jpg ├── pooling.jpg ├── rnn.jpg ├── rnn2.jpg ├── rnn3.jpg ├── rnn4.jpg ├── test.jpg ├── various_conv.jpg ├── visual_cortex.jpg └── 名称未設定.key ├── section5 ├── 5-1.ipynb ├── 5-2.ipynb ├── 5-3.ipynb ├── BN1.jpg ├── BN2.jpg ├── BN3.jpg ├── README.md ├── attn1.jpg ├── attn2.jpg ├── attn3.jpg ├── forward.jpg ├── inception1.jpg ├── inception2.jpg ├── net.jpg ├── net2.jpg ├── net3.jpg ├── resblock1.jpg ├── resblock2.jpg ├── resblock3.jpg ├── resblock4.jpg ├── resblock5.jpg ├── resnet.jpg └── skip.jpg ├── section6 ├── 6-1.ipynb ├── 6-2.ipynb ├── 6-3.ipynb ├── README.md └── dropout.jpg ├── section7 ├── 1.jpg ├── 11.jpg ├── 12.jpg ├── 2.jpg ├── 3.jpg ├── 32.jpg ├── 4.jpg ├── 5.jpg ├── 6.jpg ├── 7-1.ipynb ├── 7-2.ipynb ├── 7-3.ipynb ├── 7.jpg ├── 8.jpg ├── 9.jpg └── README.md ├── section8 ├── 8-1.ipynb ├── 8-2.ipynb ├── 8-3.ipynb └── README.md └── section9 ├── 9-1.ipynb ├── 9-2.ipynb ├── 9-3.ipynb 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