Index of Deep Learning

Deep Learning

• Ch. 1 Perceptron

  • 1.1 Perceptron

  • 1.2 Multi-layer Perceptron

• Ch. 2 Neural Network

  • 2.1 Neural Network

  • 2.2 Implemeting 3-layer Neural Network

  • 2.3 Loss Function

  • 2.4 Error Backpropagation

  • 2.5 Problem in DL

• Ch. 3 Convolutional Neural Network

  • 3.1 Convolutional Neural Network

References

• [밑바닥부터 시작하는 딥러닝]
• [딥러닝 파이토치 교과서]
• [딥러닝에 목마른 사람들을 위한 pytorch]
• 파이토치 한국 사용자 모임