Yang Cao's starred repositories
ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
lihang-code
《统计学习方法》的代码实现
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
lihang_book_algorithm
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
differential-privacy
Google's differential privacy libraries.
Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
awesome-papers-fewshot
Collection for Few-shot Learning
Awesome-Privacy
Repository for collection of research papers on privacy.
awesome-fairness-in-ai
A curated list of awesome Fairness in AI resources
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-ML-SP-Papers
A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security and NDSS).
LDP_Protocols
Sample LDP implementation in Python
awesome-Federated-Learning
federated-learning
FL-attacks-papers
A list of papers using/about Federated Learning especially malicious client and attacks.
idash-sgx-nn
Privacy-preserving Machine Learning as a Service on SGX