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Minke Xiu's Projects

alphafm icon alphafm

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! 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, ... 🧠

awesome-algorithm-books icon awesome-algorithm-books

📚 awesome algorithm books I've collected 【不定期更新】 搜集整理的算法书籍(经典算法、ML/DL算法、面试算法、比赛算法等)

bear_grylls_survive icon bear_grylls_survive

假托贝爷的野外生存而做的一个软件,当作复习一下PyQt5的基本操作

blog icon blog

Python机器学习算法技术博客,有原创干货!有code实践!

cs-notes icon cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

ctr_model_zoo icon ctr_model_zoo

some ctr model, implemented by PyTorch, such as Factorization Machines, Field-aware Factorization Machines, DeepFM, xDeepFM, Deep Interest Network

deepctr-pytorch icon deepctr-pytorch

Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.

eecs6444 icon eecs6444

Any data and code related to this course

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

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