w990417 / my303

Data 303

DATA303-Advanced Machine Learning: generative AI @ Korea University

1. Image generation by Gaussian
2. Image generation by VAE
3. Image generation by GAN

class repo cloned from : https://github.com/mlvlab/data303

packages

pytorch installation

for pytorch installation, refer to https://pytorch.org/get-started/locally/

for windows (RTX 3060 Ti):

conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch -c nvidia

for mac (M1):

conda install pytorch torchvision torchaudio -c pytorch

reqirements.txt

requirements.txt lists imported python packages for each platform (windows, mac)

note that it does not list all the packages in the environment (platform specific dependencies etc.), but only the packages that are imported in the notebooks.