Annotated Research Paper Implementations
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About
This project provides simple PyTorch implementations of various neural networks and algorithms, including transformers, StyleGAN, Stable Diffusion, DDPM/DDIM, and more. Each implementation is well-documented with explanations, and the website presents these as side-by-side formatted notes for improved understanding. The repository is actively maintained and new implementations are regularly added. It also includes implementations of optimizers, normalization layers, and sampling techniques.
Platform
Features
• stable diffusion
• side-by-side formatted notes
• documented with explanations
• pytorch implementations of neural networks
• layernorm
• ddpm/ddim
• stylegan
• transformers
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