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Hello World

Hi there, I'm Shatong Zhu

Welcome to my GitHub Profile. I am a third-year CS student at Tongji University, focusing primarily on Reinforcement Learning.

Hi there 👋

  • 🏆 Recipient of the National Scholarship

  • 🔭 I’m currently working on:

    • 🤖 Reinforcement Learning: My main research focuses on Meta Reinforcement Learning.
    • 📊 Econometrics: I'm actively engaged in empirical analysis within the field of econometrics.
    • 🤖 Multi-Agent Systems: I have experience in multi-agent reinforcement learning.
    • 🌐 Project "FinanceSmart": Working on a comprehensive financial LLM to enhance data-driven decisions in finance.
    • 🏥 Interest in Healthcare: I am keen on exploring multimodal data integration in medical contexts.

  • 🛠 Skills:

    • Data Science
    • Statistical Modeling

  • 📢 I'm passionate about using advanced analytics to solve real-world problems and making a meaningful impact through data.

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CSDN

leetcode

Connect with me:

mailto:shatong.zhu@gmail.com https://leetcode.cn/u/wu-tong-z3x/

Shatong Zhu's Projects

building-linear-regression-from-scratch icon building-linear-regression-from-scratch

手写实现线性回归。This project is not about using ready-made libraries; it's an exploration into the core principles that power linear regression. We start from basic mathematics and progressively build up to a fully functioning linear regression model.

dynamicsocialnetworkfrauddetection icon dynamicsocialnetworkfrauddetection

“DynamicSocialNetworkFraudDetection”（动态社交网络反欺诈检测）是一个专注于动态社交网络中金融欺诈检测的图神经网络项目。该项目利用来自企业不同业务时间段的数据集，构建了一个代表用户复杂关系的全连通有向动态图。本项目的目标是通过利用图神经网络模型，包括但不限于GAT、GraphSAGE以及新型的GEARSage，分析用户间的复杂互联关系并预测欺诈活动。我们的工作通过深入理解社交网络的演化性质并应用最前沿的机器学习技术，增强了金融欺诈检测的能力。

marl-algorithms icon marl-algorithms

Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

mathematical-modeling icon mathematical-modeling

数学建模中相关基本知识的配套习题与详解（含代码）。使用课本为：《数学建模算法与应用（第2版） (2015, 国防工业出版社) 》。课后习题详解。

notionnext_website icon notionnext_website

一个使用 NextJS + Notion API 实现的，部署在 Vercel 上的静态博客系统。为Notion和所有创作者设计。

opengl-cg-textureandlights icon opengl-cg-textureandlights

This OpenGL-based 3D rendering project focuses on showcasing multiple light sources, various material handling, and skybox effects. Additionally, by implementing the skybox feature, the project enhances the depth and immersion of the 3D scene. 这同时也是 同济大学计算机系 CG 100433 计算机图形学 课程作业 Assignment3。

railtracker icon railtracker

从12306使用爬虫爬取火车站及车次信息、火车票价 | RailTracker是一个使用Python开发的高效数据采集、集成与可视化系统，专门针对高铁票务数据。本项目通过设计精巧的数据爬虫，实现了对高铁票实时数据的自动采集，确保数据的准确性和实时更新。利用先进的数据处理技术，包括Pandas等库进行数据预处理和清洗，通过去重、处理缺失值等手段，提高了数据质量。采用MySQL数据库保证了项目在面对高并发场景时数据存储与检索的高效性。利用Power BI工具，设计了一系列动态仪表板和报表，直观展示了上海高铁票务的价格趋势、班次分布等关键指标，旨在为用户提供全面、深入的数据分析和洞察。

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