woodyx218

woodyx218's Stars

• microsoft/DeepSpeed

  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

  Language:Python34.9k3422.7k4.1k

• kuangliu/pytorch-cifar

  95.47% on CIFAR10 with PyTorch

  Language:Python5.9k851362.1k

• tensorflow/privacy

  Library for training machine learning models with privacy for training data

  Language:Python1.9k60179446

• Harry24k/adversarial-attacks-pytorch

  PyTorch implementation of adversarial attacks [torchattacks]

  Language:Python1.9k19146348

• pytorch/opacus

  Training PyTorch models with differential privacy

  Language:Jupyter Notebook1.7k45293335

• lxuechen/private-transformers

  A codebase that makes differentially private training of transformers easy.

  Language:Python15253121

• dayu11/Differentially-Private-Deep-Learning

  This repo implements several algorithms for learning with differential privacy.

  Language:Python1002620

• awslabs/fast-differential-privacy

  Fast, memory-efficient, scalable optimization of deep learning with differential privacy

  Language:Python8931515

• google-research/dp-imagenet

  Language:Python35556

• 99991/cifar10-fast-simple

  Train CIFAR10 to 94% accuracy in a few minutes/seconds. Based on https://github.com/davidcpage/cifar10-fast

  Language:Python20213

• 564612540/DiceSGD

  Language:Python320

• HanfeiBu/adversarial-attacks-pytorch

  PyTorch implementation of adversarial attacks [torchattacks].

  Language:Python100