Xia Sheng's repositories
acad-homepage.github.io
AcadHomepage: A Modern and Responsive Academic Personal Homepage
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, ... 🧠
CNNproj-for-landscape-images
Building a CNN model to identify landscape images from UCMercede landscape dataset
cpsc330
CPSC 330: Applied Machine Learning
CPSC532Project
Final Project for CPSC532
cvxbook_additional_exercises
Additional exercises and data for EE364a. No solutions; for public consumption.
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
diffusion_models
A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch
diffusion_tutorial
diffusion generative model
foundation
Documentation related to the operation of LF AI & Data (https://lfaidata.foundation/)
gitfolio
:octocat: personal website + blog for every github user
learning-note
java开发 面试八股文（个人的面试及工作总结）
machine-learning-tutorials
A collection of tutorials for different machine learning tasks
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
OI-wiki
:star2: Wiki of OI / ICPC for everyone. （某大型游戏线上攻略，内含炫酷算术魔法）
PlotNeuralNet
Latex code for making neural networks diagrams
Pytorch-Project-Template
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
RealnessGAN
Code for ICLR2020 paper 'Real or Not Real, that is the Question'
stylegan2-ada-pytorch
StyleGAN2-ADA - Official PyTorch implementation
Web
千古前端图文教程，超详细的前端入门到进阶学习笔记。从零开始学前端，做一名精致优雅的前端工程师。公众号「千古壹号」作者。