Rui Hu's repositories
Image-Segmentation
2D-EM Image Segmentation using Unet, Segnet, SVM and RandomForest
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
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
python
Python tutorials
pytorch-cifar-models
3.41% and 17.11% error on CIFAR-10 and CIFAR-100
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.
RobustTorch
An pytorch adversarial example library for attack and defense methods.
sparsefed
Implementation for NeurIPS 2021 Submission: SparseFed
useful_commands
cheat-sheet for useful commands
vision
Datasets, Transforms and Models specific to Computer Vision