If you would like to run it on your own PC instead then make sure you have sufficient hardware resources. Setup a Conda environment with python 3.7 and pytorch. Open the Notebook in Google Colab or ...

Generative-model-tutorial-VAE-GAN-Diffusion-pytorch. This is a tutorial on generative models for those who are studying them for the first time. Here, we cover the three most representative models.

But this particular model is assisted by the Generative Adversarial Networks (GAN), so it’s particularly good compared to other models. The PULSE model, for instance, does not employ GFP and results ...

Second, PMF-GAN applies a mathematical technique called histogram transformation to the KDE output, enabling a more intuitive analysis of the results. During training, the model minimizes the ...