Fan Yang's repositories
coatnet-pytorch
A PyTorch implementation of "CoAtNet: Marrying Convolution and Attention for All Data Sizes".
DALLE-pytorch
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
denoising-diffusion-model
A simple guide to diffusion models. Helpful in understanding the concept and practicing with the method.
diffusion_models
A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch
fanyang.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
genuary2023
Daily creative coding sketches for Genuary 2023
glide-text2im
GLIDE: a diffusion-based text-conditional image synthesis model
improved-diffusion
Release for Improved Denoising Diffusion Probabilistic Models
jax_vs_numba_glicko
Comparing Jax and Numba for Glicko code
langgraph
Build resilient language agents as graphs.
mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
stable-diffusion
A latent text-to-image diffusion model
taming-transformers
Taming Transformers for High-Resolution Image Synthesis
video-diffusion-pytorch
Implementation of Video Diffusion Models, Jonathan Ho's new paper extending DDPMs to Video Generation - in Pytorch
wit
WIT (Wikipedia-based Image Text) Dataset is a large multimodal multilingual dataset comprising 37M+ image-text sets with 11M+ unique images across 100+ languages.