ludandandan's repositories
APDrawingGAN2
Code for Line Drawings for Face Portraits from Photos using Global and Local Structure based GANs (TPAMI)
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
APDrawingGAN
Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)
ChatGLM2-6B
ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型
cvxbook_additional_exercises
Additional exercises and data for EE364a. No solutions; for public consumption.
ddim
Denoising Diffusion Implicit Models
deep-learning-from-scratch
『ゼロから作る Deep Learning』(O'Reilly Japan, 2016)
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Face-Sketch-Wild
Semi-Supervised Learning for Face Sketch Synthesis in the Wild, ACCV2018
FaceSketch-Awesome-List
Deep Facial Synthesis: A New Challenge
HIDA
[ICCV'23] Human-Inspired Facial Sketch Synthesis with Dynamic Adaptation
improved-diffusion
Release for Improved Denoising Diffusion Probabilistic Models
Kaggel_Course
Kaggel_Course
MS-SSIM_L1_LOSS
Pytorch implementation of MS-SSIM L1 Loss function
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
Palette-Image-to-Image-Diffusion-Models
Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch
PerceptualSimilarity
LPIPS metric. pip install lpips
PhotoSketchMAN
Code for paper "High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks"
pix2pixHD
Synthesizing and manipulating 2048x1024 images with conditional GANs
pytorch-fid
Compute FID scores with PyTorch.
PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
SPIGA
SPIGA: Shape Preserving Facial Landmarks with Graph Attention Networks.