Yi Liu's repositories
PPGANs-Privacy-preserving-GANs
PPGANs: Privacy-preserving Generative Adversarial Networks.
bitcoin-bubble-index
A visualization analysis tool for price bubble of Bitcoin, including basic price information, 60-days accumulative increase, hot keywords index, and bubble index.
federated-pytorch-test
Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
meta-transfer-learning
TensorFlow and PyTorch implementations of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
Ultra-Light-Fast-Generic-Face-Detector-1MB
一款超轻量级通用人脸检测模型（模型文件大小仅1MB，320x240输入下计算量仅90MFlops）适用于边缘计算设备、移动端设备以及PC
ai-deadlines
:alarm_clock: top AI deadline countdowns (with an emphasis on computer vision and medical images)
awesome-blockchain-cn
收集所有区块链(BlockChain)技术开发相关资料，包括Fabric和Ethereum开发资料
BlockchainForFederatedLearning
Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.
CCF-Big-Data-Competition
CCF大数据竞赛学习历程
deep-leakage-from-gradients
[NeurIPS 2019] Deep Leakage From Gradients https://arxiv.org/abs/1906.08935
differential-privacy-federated-learning
Curated notebooks on how to train neural networks using differential privacy and federated learning.
fed-att
Attentive Federated Learning for Private NLM
gbdt-rs
MesaTEE GBDT-RS : a fast and secure GBDT library, supporting TEEs such as Intel SGX and ARM TrustZone
kubeFL
Federated Learning Infra Architecture on Kubernetes(EKS)
leaf
Leaf: A Benchmark for Federated Settings
niklausliu.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
PySyft
A library for encrypted, privacy preserving deep learning
tf-encrypted
A Framework for Machine Learning on Encrypted Data