SELFIES: The Original Paper (Krenn et al. 2020)
A summary of the foundational 2020 paper that introduced SELFIES - the 100% robust molecular string representation …
Generative-Models
Modern PyTorch Techniques for VAEs: A Hands-On Tutorial
A VAE tutorial using modern PyTorch: torch.distributions, BCEWithLogits, KL Warmup, and a hands-on guide to tuning the …
GAN Objective Functions: A Comprehensive Guide
Complete guide to GAN objective functions including WGAN, LSGAN, Fisher GAN, and more. Understand which loss function to …
Understanding Generative Adversarial Networks (GANs)
Learn about GANs with intuitive explanations and mathematical foundations. Learn how adversarial networks generate …