모두가 만드는 모두를 위한 딥러닝 시즌 2에 오신 여러분들 환영합니다.

Deep Learning Zero to All - PyTorch

pip install -r requirements.txt

언제나 여러분들의 참여를 환영합니다. Comments나 Pull requests를 남겨주세요

We always welcome your comments and pull requests

docker_user_guide.md 파일을 참고하세요!:)

1. Machine Learning Overview + Install Pytorch
2. Tensor Manipulation
3. Minimizing Cost
4. Multivariate Linear Regression
5. Data Loading
6. Logistic Classification
7. Softmax Classification & Fancy softmax
8. Tips for Training Deep Learning

1. Minist Dataset
2. Neural Network for XOR Problem
3. Neural Network for Mnist: xavier, dropout, batchnorm ...

1. CNN for Mnist
2. CNN for Custom Dataset
3. Advanced CNN

1. Recurrent Neural Network(RNN) Basics
2. Hi Hello Training & Character Sequence RNN
3. Long Sequence RNN
4. Time series with RNN
5. Seq-to-Seq
6. PackedSequence