모두가 만드는 모두를 위한 딥러닝 시즌 2에 오신 여러분들 환영합니다.
Deep Learning Zero to All - PyTorch
- Machine Learning Overview + Install Pytorch
- Tensor Manipulation
- Minimizing Cost
- Multivariate Linear Regression
- Data Loading
- Logistic Classification
- Softmax Classification & Fancy softmax
- Tips for Training Deep Learning
- Minist Dataset
- Neural Network for XOR Problem
- Neural Network for Mnist: xavier, dropout, batchnorm ...
- CNN for Mnist
- CNN for Custom Dataset
- Recurrent Neural Network(RNN) Basics
- Hi Hello Training
- Character Sequence RNN
- Long Sequence RNN
- Seq-to-Seq
- PackedSequence