zZZ824

Interview

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

GS-WGAN

Official implementation of "GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators" (NeurIPS 2020)

PrivateDeepLearning

Differential Privacy Preservation in Deep Learning under Model Attacks

Federated-Learning-with-Differential-Privacy

Implementation of dp-based federated learning framework using PyTorch

Awesome-Federated-Learning

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

Federated-Learning-PyTorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

ViTGAN-pytorch

A PyTorch implementation of VITGAN: Training GANs with Vision Transformers

Federated-Learning-FAQ

awesome-federated-learning

resources about federated learning and privacy in machine learning

the-gan-zoo

A list of all named GANs!

FedShare

PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

NLP_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

Read_Bert_Code

Bert源码阅读与讲解(Pytorch版本)-以BERT文本分类代码为例子