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Yupeng Cao's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

cs-ebook icon cs-ebook

一个高质量、经典计算机书籍推荐清单,特点为:只收集高质量,各方向经典书籍,不求书多,只求书精。

deeprl-note icon deeprl-note

Deep Reinforcement Learning Study Note and Resource Collections

mingpt icon mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

study_note icon study_note

Class_Note/Self_Study in Programming, Data Structure & Algorithms, Machine Learning, Deep Learning

swin-transformer icon swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

torch_base icon torch_base

Quickly bring up your PyTorch project(a skeleton)

zichi icon zichi

ZICHI is an interactive musical AI agent. This project is dedicated to building a creative and collaborative AI profile, where AI captivates the imagination to enhance creativity.

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