scpy007's repositories
Algorithm-Practice-in-Industry
搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）
Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
Awesome-Differential-Privacy-and-Meachine-Learning
机器学习和差分隐私的论文笔记和代码仓
Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
awesome-java
A curated list of awesome frameworks, libraries and software for the Java programming language.
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
awesome-vertical-federated-learning
A curated list of advancements in Vertical Federated Learning, frameworks and libraries.
awesome-zero-knowledge-proofs
A curated list of awesome things related to learning Zero-Knowledge Proofs (ZKP).
awesome-llm-security
A curation of awesome tools, documents and projects about LLM Security.
Awesome-LM-SSP
A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).
Awesome-Privacy
Repository for collection of research papers on privacy.
Awesome-SLMs
survery of small language models
FedCompress
Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation
FedPHE
Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning
key-book
《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。
LeetCode-Go
✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解
leetcode-master
《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
LLM-Agent-Paper-List
The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.
llm-sp
Papers and resources related to the security and privacy of LLMs 🤖
NewConceptEnglish
新概念学习笔记分享
PFLlib
Personalized federated learning simulation platform with non-IID and unbalanced dataset
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
PyTorch-Tutorial-2nd
《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
Tutorial-on-PhD-Application
Tutorial on PhD Application
VFLAIR
THU-AIR Vertical Federated Learning general, extensible and light-weight framework