ruihu-zoey
security and privacy of big data/ machine learning
University of Texas at San AntonioTX, US
Pinned Repositories
Basic-Machine-Learning-Methods
Implementation of multiple basic machine learning methods using numpy.
CommEfficient
PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms
Crypto_System_Implementation
Implement kinds of crypto systems for confidentiality and integrity in python, including symmetric crypto systems, public key crypto systems(DH, RSA)
federated-learning
Federated Learning - PyTorch
Image-Segmentation
2D-EM Image Segmentation using Unet, Segnet, SVM and RandomForest
materials
Bonus materials, exercises, and example projects for our Python tutorials
Paxos-Protocol
Slides for understanding paxos protocol
privacy
Library for training machine learning models with privacy for training data
Private-Preserving-MTL
python
Python tutorials
ruihu-zoey's Repositories
ruihu-zoey/Image-Segmentation
2D-EM Image Segmentation using Unet, Segnet, SVM and RandomForest
ruihu-zoey/Basic-Machine-Learning-Methods
Implementation of multiple basic machine learning methods using numpy.
ruihu-zoey/CommEfficient
PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms
ruihu-zoey/Crypto_System_Implementation
Implement kinds of crypto systems for confidentiality and integrity in python, including symmetric crypto systems, public key crypto systems(DH, RSA)
ruihu-zoey/federated-learning
Federated Learning - PyTorch
ruihu-zoey/materials
Bonus materials, exercises, and example projects for our Python tutorials
ruihu-zoey/Paxos-Protocol
Slides for understanding paxos protocol
ruihu-zoey/privacy
Library for training machine learning models with privacy for training data
ruihu-zoey/Private-Preserving-MTL
ruihu-zoey/python
Python tutorials
ruihu-zoey/pytorch-cifar-models
3.41% and 17.11% error on CIFAR-10 and CIFAR-100
ruihu-zoey/rasperberry-pi
ruihu-zoey/Recommender-System-Datasets
A list of compatible datasets, noting other major repositories containing popular real-world datasets, along with sample code for a range of recommendation tasks.
ruihu-zoey/RobustTorch
An pytorch adversarial example library for attack and defense methods.
ruihu-zoey/sparsefed
Implementation for NeurIPS 2021 Submission: SparseFed
ruihu-zoey/test
ruihu-zoey/useful_commands
cheat-sheet for useful commands
ruihu-zoey/vision
Datasets, Transforms and Models specific to Computer Vision