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-AIGC-Tutorials
Curated tutorials and resources for Large Language Models, AI Painting, and more.
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
list of differential-privacy related resources
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-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
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-LLM-Learning
Learning Large Language Model (LLM）(大语言模型学习)
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).
BUAA_Course_Sharing
北京航空航天大学(北航)课程作业资料共享计划
Differential-Privacy-Based-Federated-Learning
Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )
awesome-llm-security
A curation of awesome tools, documents and projects about LLM Security.
Awesome-Privacy
Repository for collection of research papers on privacy.
Bayesian_DP
贝叶斯差分隐私 for ML
Federated-Learning-Sparsification
The communication efficiency of federated learning is improved by sparsifying the parameters uploaded by the clients.
FedPHE
Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning
FedSiKD
we introduce FedSiKD, which incorporates knowledge distillation (KD) within a similarity-based federated learning framework
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.
PFLlib
Personalized federated learning simulation platform with non-IID and unbalanced dataset
PrivacyComputing-PaperList
This is a recommended paper list for the course of Privacy Computing.
pytorch_federated_learning
PyTorch Federated Learning (easy to use and extend)
StoCFL
Code for paper - Stochastic Clustered Federated Learning
VFLAIR
THU-AIR Vertical Federated Learning general, extensible and light-weight framework