Chenghr

pictures

picture bed ~ ^_^

FedPETuning

TECB-attack

The implementatioin code of paper: “A Practical Clean-Label Backdoor Attack with Limited Information in Vertical Federated Learning”

FedLLM-Bench

OpenFedLLM

PLM-prompt-defense

gpt_academic

为ChatGPT/GLM提供实用化交互界面，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm2等本地模型。兼容文心一言, moss, llama2, rwkv, claude2, 通义千问, 书生, 讯飞星火等。

alpaca-lora

Instruct-tune LLaMA on consumer hardware

model_complete_attacks

Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.

backdoors101

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

FATE

An Industrial Grade Federated Learning Framework

Chenghr.github.io

record something

Algorithm

xgboost

Implement XgBoost manually

leetcode-master

LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

tree-ensemble-attack

[NeurIPS 2020] Code for "An Efficient Adversarial Attack for Tree Ensembles"

Code

VFL_paper_list

vertical federated learning paper lists

LexiconAugmentedNER

Reject complicated operations for incorporating lexicon for Chinese NER.

machine-learning-interview

算法工程师-机器学习面试题总结

Interview-Notebook

:books: 技术面试需要掌握的基础知识整理，欢迎编辑~