Kind-PyTorch-Tutorial
python 3.5.2
Pytorch (http://pytorch.org/)
Numpy
matplotlib
visdom (https://github.com/facebookresearch/visdom)
Pytorch Tensor Basics
Variable and Automatic Gradient Calculation
Linear Regression Example (Loss & Optimizer)
MNIST CNN (cpu & gpu)
Input Pipeline & Pretrained Model
Autoencoder & Model Save
Denoising Autoencoder
Simple Character RNN
Vanilla GAN (Layer naming & Multi gpu)
InfoGAN using Least Squares loss
Image Style Transfer using ResNet
Semantic Segmentation (U-Net & Fusion-Net)
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