fujiehuang,github

01_diffusion-models

Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)

02_denoising-diffusion

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

alg_for_optimization

Jupyter notebooks associated with the Algorithms for Optimization textbook

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

algorithms

Algorithms implemented in Rust, explained.

algorithms-clrs

:green_book: Implementations of various algorithms and data structures mentioned in the book "Introduction to Algorithms, 3rd Edition", commonly referred to as CLRS

algorithms-sedgewick-wayne

Solutions to all the exercises of the Algorithms book by Robert Sedgewick and Kevin Wayne

algorithmsanddatastructuresinaction

Advanced Data Structures Implementation

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, ... 🧠