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Stephen Zhang's Projects

notes icon notes

📚 技术面试必备基础知识、数据结构与算法、LeetCode、剑指Offer、计算机操作系统、计算机网络、Java、分布式、微服务、Python、数据分析、机器学习等。

pac icon pac

Proxy Auto Config Generation

practicalai icon practicalai

📚A practical approach to learning and using machine learning.

pyod icon pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

python icon python

All Algorithms implemented in Python

rgc-grf-proposal-template icon rgc-grf-proposal-template

A minimalistic template for typesetting and formatting proposal submitted to HK RGC GRF (https://www.ugc.edu.hk/doc/eng/rgc/form/GRF2.pdf)

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

setup-ipsec-vpn icon setup-ipsec-vpn

Scripts to build your own IPsec VPN server, with IPsec/L2TP, Cisco IPsec and IKEv2

solargan icon solargan

Missing data impuation GAN for solar data

stochastic-optimization icon stochastic-optimization

One-week side project to play around stochastic optimization (how to take *good* decisions under uncertainty)

vae-nilm icon vae-nilm

Non-Intrusive Load Monitoring based on VAE model

vectordetectionnetwork icon vectordetectionnetwork

Code for the paper: Z. Dong et al., "Vector Detection Network: An Application Study on Robots Reading Analog Meters in the Wild," in IEEE Transactions on Artificial Intelligence, vol. 2, no. 5, pp. 394-403, Oct. 2021, doi: 10.1109/TAI.2021.3105936.

vpn icon vpn

快速搭建个人VPN/科学上网/翻墙/教程/ssr/ss/bbr/梯子搭建/自建机场/自由上网/代理服务/VPN/2023最新教程

yolov7 icon yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

yolov8 icon yolov8

:fire: Official YOLOv8模型训练和部署

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