Zheng Xiaofan's starred repositories
Label_Flipping_Attack
The project aims to evaluate the vulnerability of Federated Learning systems to targeted data poisoning attack known as Label Flipping Attack. The project studies the scenario that a malicious participant can only manipulate the raw training data on their device. Hence, non-expert malicious participants can achieve poisoning without knowing the model type, the parameters, and the Federated Learning process. In addition, the project also analyses the possibility and effectiveness of concealing the tracks while poisoning the raw data of other devices.
GPT-SoVITS
1 min voice data can also be used to train a good TTS model! (few shot voice cloning)
federated-learning
A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
pollard-rho
An implementation of Pollard's Rho Algorithm for discrete logarithms in Python
Hotel-Analyze-with-NLP--Based-on-Hotel-Reviews--
Hotel analysis developed with Python 3, applying nlp techniques to hotel customers' views and modeling with forecasting methods.
senti_analysis
利用Python实现酒店评论的中文情感分析
Text-Mining-Sentiment-Analysis
酒店评论情感分析（机器学习、情感词典）
OnlineJudge
✨ SparkOJ | LDUOJ | Online Judge | 程序设计在线评测系统 | QQ群：529507453
PyTorchDocs
PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！
Andrew-NG-Meachine-Learning
coursera中Andrew Ng的meachine learning的所有编程测验的原文件
Data-Science-Notes
数据科学的笔记以及资料搜集
darknet-ocr
darknet text detect and darknet cnn ocr
chineseocr
yolo3+ocr
MinecraftDeveloperGuide
📝Minecraft developer Chinese guide，我的世界开发者中文指南