summer723,Xia Sheng,github

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

compressed-sensing-final-project

cpsc330

CPSC 330: Applied Machine Learning

cpsc532project

Final Project for CPSC532

cpsc536m-finalproject

cuda-tutorial

some CUDA programming example

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.

database-systems

🛀🏻 CMU-15445 Learn database with Andy Pavlo

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

django_twitter

flask_derain

foundation

Documentation related to the operation of LF AI & Data (https://lfaidata.foundation/)

garbage_classify

本文新增添分类，检测，换脸技术等学习教程，各种调参技巧和tricks，卷积结构详细解析可视化，注意力机制代码等详解！本次垃圾分类挑战杯，目的在于构建基于深度学习技术的图像分类模型，实现垃圾图片类别的精准识别，大赛参考深圳垃圾分类标准，按可回收物、厨余垃圾、有害垃圾和其他垃圾四项分类。本项目包含完整的分类网络、数据增强、SVM等各种分类增强策略，后续还会继续更新新的分类技巧。