zhaozhang's repositories
Communication-efficient-federated-continual-learning
Communication-efficient federated continual learning
Human-Activity-Recognition-Codes-Datasets
The comparsion methods code
abnormal-traffic
IDS abnormal traffic detection tensorflow
AI-for-Security-Learning
安全场景、基于AI的安全算法和安全数据分析学习资料整理
awesome-ml-for-cybersecurity
:octocat: Machine Learning for Cyber Security
Azure-Design
My Design resources for Azure including my Azure Visio stencil to help you design and ideate Azure services
azure-portal-icons
Official MS icons for Azure Services extracted from Azure Portal
Basic-Algorithm
基础算法题
CIE-GNN
Casual Inference-Enabled Graph Neural Networks for Generalized Fault Diagnosis in Industrial IoT System
Continual-Learning-Benchmark
Evaluate three types of task shifting with popular continual learning algorithms.
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
CS-Notes
:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++
federated-learning
Federated Learning - PyTorch
Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
federated_adaptation
Salvaging Federated Learning by Local Adaptation
FLY_US
美国大学备考资料 How to apply US colleges
gradient-quantization
vector quantization for stochastic gradient descent .
horovod
Distributed training framework for TensorFlow, Keras, and PyTorch.
imbalanced_flow
PCCN for imbalanced flow data classifcation
Kitsune-py
A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)
NAIC_baseline_pytorch
https://discussion.datafountain.cn/questions/2865
Network-Intrusion-Detection
Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15
Overcoming-Catastrophic-forgetting-in-Neural-Networks
Elastic weight consolidation technique for incremental learning.
Pytorch-LRP
Basic LRP implementation in PyTorch
TorchLRP
A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).
TrafficManipulator
An automatic packet crafting tool for evading learning-based NIDS