Pinned Repositories
tensorflow-federated
An open-source framework for machine learning and other computations on decentralized data.
AI-Team
清华大学AI自强项目课件以及代码下载，黑龙江大学机器学习小组学习历程。@清华大学数据院，感谢他们的课件以及源码
A-Library-for-Federated-Learning
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.
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
CrypTen
A framework for Privacy Preserving Machine Learning
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
federated-pytorch-test
Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth
PPGANs-Privacy-preserving-GANs
PPGANs: Privacy-preserving Generative Adversarial Networks.
PySyft
Perform data science on data that remains in someone else's server
niklausliu's Repositories
niklausliu/PPGANs-Privacy-preserving-GANs
PPGANs: Privacy-preserving Generative Adversarial Networks.
niklausliu/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.
niklausliu/federated-pytorch-test
Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth
niklausliu/A-Library-for-Federated-Learning
niklausliu/Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
niklausliu/CrypTen
A framework for Privacy Preserving Machine Learning
niklausliu/deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
niklausliu/meta-transfer-learning
TensorFlow and PyTorch implementations of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
niklausliu/transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
niklausliu/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
niklausliu/ai-deadlines
:alarm_clock: top AI deadline countdowns (with an emphasis on computer vision and medical images)
niklausliu/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
niklausliu/BlockchainForFederatedLearning
Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.
niklausliu/CCF-Big-Data-Competition
CCF大数据竞赛学习历程
niklausliu/deep-leakage-from-gradients
[NeurIPS 2019] Deep Leakage From Gradients https://arxiv.org/abs/1906.08935
niklausliu/differential-privacy
niklausliu/differential-privacy-federated-learning
Curated notebooks on how to train neural networks using differential privacy and federated learning.
niklausliu/EvaluatingDPML
niklausliu/fed-att
Attentive Federated Learning for Private NLM
niklausliu/GANFingerprints
niklausliu/gbdt-rs
MesaTEE GBDT-RS : a fast and secure GBDT library, supporting TEEs such as Intel SGX and ARM TrustZone
niklausliu/Honors_Yi-Liu
niklausliu/kubeFL
Federated Learning Infra Architecture on Kubernetes(EKS)
niklausliu/leaf
Leaf: A Benchmark for Federated Settings
niklausliu/Mapa
niklausliu/niklausliu.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
niklausliu/OnDevAI
Federated Learning over Wireless Networks
niklausliu/PySyft
A library for encrypted, privacy preserving deep learning
niklausliu/RFA
niklausliu/tf-encrypted
A Framework for Machine Learning on Encrypted Data