conda create -n pixelgs python=3.9 -y conda install pytorch==2.0.1 torchvision==0.15.2 torchaudio==2.0.2 pytorch-cuda=11.8 -c pytorch -c nvidia pip install -r ...
For example, in the image below, creating a linear model in the first case makes far more sense since a clear straight line trend is visible. Also, they help in observing naturally occuring clusters.